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**Details** Date: 27 June 2026, Saturday Time: 15:00 – 18:00 HKT Venue: BC404, The Hong Kong Polytechnic University Capacity: 40 participants **Please make sure you fill in the google form https://forms.gle/ogJSHfruCnjHNisU6 for Poly University QR Code Access**. **Topics** **1\. Mind the Data Gap — Prize Ceremony & Winners’ Sharing** Speaker: Winning teams / participants Duration: around 15 minutes In our previous HKPUG workshop, participants worked in teams on a messy Hong Kong-inspired synthetic transport dataset. The data was intentionally corrupted with missing values, outliers, inconsistent categories, URL-encoded station names, confusing delimiters, and hidden signals. Teams had to clean the data and submit their work to a fixed black-box scorer to see whether their cleaning improved model performance. In this session, we will present the prizes and invite the winning teams / participants to share their approaches. We will cover: \- Prize ceremony for the workshop winners \- How participants approached the data cleaning challenge \- What kinds of hidden signals were found \- Common patterns and mistakes we observed \- What we learned from designing a gamified Python data workshop No model tuning. Just data rescuing. **2\. Python "Lies": Things That Are Not What They Seem** Speaker: Alex Au Duration: 15 minutes Python often reads almost like English — until it does something that is technically correct but completely different from what you expected. In this rapid-fire talk, Alex will uncover several Python-specific “lies”: late-bound lambdas in loops, mutable default arguments that remember previous calls, nested lists that secretly share the same rows, generators that disappear after one pass, the surprising meaning of for...else, and finally blocks that can rewrite a function’s ending. Each example begins with a short “guess the output” challenge, followed by an explanation of the Python behaviour hiding underneath. Things are not always what they seem. **3\. LEPAUTE Framework — FSD\-style Visual Perception with Lie Group Equivariant Attention** Speaker: Carson Duration: around 60 minutes LEPAUTE is a Python-based visual perception / machine learning framework originally motivated by Tesla FSD-style autonomous driving perception. Autonomous driving perception is not just about detecting objects in a flat image. A model needs to reason about movement, rotation, position, scale, and viewpoint changes while still understanding the same scene consistently. In this talk, Carson will introduce the motivation behind LEPAUTE, the core technical ideas, and how Lie group equivariant attention can be applied to 2D visual perception. The session will also include a live or prepared demo. This talk is suitable for participants interested in Python, machine learning, computer vision, autonomous driving perception, mathematical structures in AI models, and research-oriented software projects. Note: This is an independent technical sharing and **does not imply affiliation with or endorsement by Tesla**. **Rundown** 15:00 – 15:30 Registration and networking 15:30 – 15:45 Opening and HKPUG updates 15:45 – 16:10 Mind the Data Gap prize ceremony and winners’ sharing 16:10 – 16:25 Break and networking 16:25 – 16:40 Python "Lies": Things That Are Not What They Seem 16:40 – 16:50 Break and setup 16:50 – 17:50 LEPAUTE Framework technical sharing and demo 17:50 – 18:00 Open discussion, networking, and closing **Who should join?** This meetup is suitable for: \- Python developers \- Data scientists and machine learning practitioners \- Students interested in AI\, computer vision\, and data science \- Developers curious about autonomous driving perception \- Open\-source contributors \- Anyone interested in practical Python workflows \- Anyone interested in the Hong Kong Python community **Notes** \- This is a community meetup and is free to attend\. \- Seats are limited to 40 participants\. \- Please RSVP only if you plan to attend\. \- Campus access details will be shared with confirmed participants before the event\. \- Please help us keep the venue clean and restore the room setup before leaving\. Special thanks to The Hong Kong Polytechnic University and Prof. Zackary Sin for supporting the venue arrangement.

Get a great workout with a sweat-dripping dance cardio class combined with high-intensity interval training HIIT! Feel your heart rate pumping, while you jam to the beats and see yourself groove to fitness! Leave the class feeling super energised, challenged yet relaxed from a liberating dance fitness experience! WhatsApp 63344266 to book Prepayment required to secure booking www.deedreamlife.com/pricing-packages for fee info Download Dee Dream Life App for more info

ONLY PEOPLE WHO SUCCESSFULLY SIGN UP HERE CAN ATTEND. If you sign up and can no longer attend, please change your status to NOT GOING to allow others to participate. Thank you for your understanding :) MEETING POINT: Tamar Park Patio 𝐀𝐁𝐎𝐔𝐓 𝐓𝐇𝐈𝐒 𝐒𝐄𝐒𝐒𝐈𝐎𝐍 🙌 Before Summer ! ime to burn some calories 🔥 Join us this upcoming Saturday for some sweat and fun! And sunset drink hangout before night🎉💦 Please arrive a few minutes early - skipping the warm-up puts you at greater risks for injuries. 10 mins of warm-up, 40 mins of workouts and 10 mins of stretching with tons of "air-fives" (COVID-friendly high-fives.) Who's in? **Your Coach** Lawrence Tai Wellness Coach Certified A.C.E. Fitness Instructor, Mvm Art(Soft Acrobatics) , Animal Flow lv3 instructor & Regional Leader, Gong Bath Facilitator, Fascia, Budokon, Breathework & YTT 500 Yoga Teacher, ANFT Forest Bathing Guide @https://www.instagram.com/bodynaturemind_lawrence ⚠️ 𝐀𝐃𝐃𝐈𝐓𝐈𝐎𝐍𝐀𝐋 𝐈𝐍𝐅𝐎𝐑𝐌𝐀𝐓𝐈𝐎𝐍 ⚠️ Please take a minute to read the following information regarding your participation in FitFam workouts. By signing up for this session, you confirm that you have read and understood the terms and risks detailed below: 💬 WHATSAPP 💬 We have a WhatsApp group! If you've participated in several of our sessions and would like to stay engaged with other regular FitFammers, please let one of our leaders know at the end of a workout so they can add you to the group. 🙅 NOT GOING 🙅‍♂️ If you have signed up for a session and can no longer make it, please move yourself to "Not Going" so our leaders have a more accurate count of participants coming to their session. This also helps us plan workouts more effectively. 🔊 DISCLAIMER 🔊 By signing up for this session, you confirm that you have read and understood the terms and risks detailed in our Disclaimer and Release of Liability Agreement: https://www.meetup.com/fitfamhongkong/pages/29134671/Disclaimer_and_Release_of_Liability_Agreement For any other question regarding our workouts and our community, please refer to the FAQs page: https://www.meetup.com/fitfamhongkong/pages/29134429/FitFam_FAQs *** FitFam is accessible to everyone. No equipment, no previous experience or wallet needed. See you on the field!

First timer, please leave contact. Please put your name on the waiting list which will be updated later. My WhatsApp / Signal: 9528-5003 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Date: 27 Jun 2026 (Sat) Time: 7 to 10 pm (2+2+2) Courts: #A, #B Level: All \# of Players: about 16 Shuttlecock: Moxiang White #2 Format: Doubles Sports Club Membership Fee: $30 (PayMe / FPS #: 9528-5003) Venue: Tai Wo Hau Estate Community Centre 15 Tai Wo Hau Road, Kwai Chung Tai Wo Hau MTR 大窩口社區中心 葵涌 大窩口道 15 號 大窩口站 Direction (from Tai Wo Hau MTR to community center): https://bit.ly/Tai-Wo-Hau

# 🎉【週末玩樂大型派對】！唔使約人，一個人嚟都玩得超開心🎊 🎤唱K x 🎱桌球 x 🎲 桌遊 x 🀄麻雀x 🎯鏢機 x 🎮 街機 x 👫識朋友 **如果有一個地方，你一個人嚟都唔會尷，玩住玩住就識咗班新朋友—你嚟唔嚟？** 🎪 6月27日，我哋包咗成個場等你嘅大型 Party Room，唔使硬 chat、唔使扮熟、唔使公開自我介紹， 玩住玩住，自然就熟絡 ✨由黃昏玩到夜晚，由陌生玩到熟絡✨👫👭👬 🔥 現場有咩玩？ 🎤 唱K： 同鍾意唱歌嘅朋友一齊唱，大展歌喉 🎱 桌球/鏢機： 手痕想切磋？隨時開波 🎮 街機遊戲： 大量好玩童年回憶遊戲 🎲 Boardgame： 輕鬆好玩 Party 類，輕策桌遊邊玩邊傾 🀄 麻雀： 假期點少得打牌？自動麻雀機準備就緒！ ✨特別安排 🚫 不需公開自我介紹。 🔄 Speed Social： 分組精簡快速交流，極速熱身，輕鬆認識其他參加者 🤝 破冰遊戲： 輕鬆好玩嘅互動 Game，零尷尬破冰 (約15分鐘，自由參與) 🍔 食物飲品安排(自費)： 自由度 Max！你可以： 1️⃣ 食飽先過黎 2️⃣ 現場同其他參加者夾份叫外賣 (一齊食最開心🍕) 3️⃣ 自備私伙美食/酒精飲品 (BYOB 🍻) 💬 一個人嚟？啱晒！ 👫👭👬 一班人嚟？仲爽！ 總之嚟到，包你玩到唔想返屋企！🎊 ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ 📅 日期：6月27日 (星期六) ⏰ 時間：5PM - 11PM (歡迎隨時加入或離場) 📍 地點：荔枝角 Party Room (近地鐵出口 2 分鐘步程，極速到達！) 👥 對象：80/90/00後 🔥 名額：限量 40 名 🎫 費用： ⚡Meetup優惠價(6月26日前)：$158/位 ✨ 女生優惠額外再減 $20/位 ✨ 2人或以上同行, 額外再減 $10/位 (價格或會因情況而向上調整, 以最後顯示價格為準) 正價：$220/位 ⚠️ 注意： 名額有限，請盡早報名留位。 如臨時嚟唔到，可轉讓位置比朋友。 #週末玩樂派對 #一個人嚟都OK #零壓力識朋友 #荔枝角好去處 #PartyRoom #唱K #桌遊 #麻雀 #週末唔再廢 #香港好去處 #性價比高 ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ **🎟️ 預約席位** 為確保男女比例平衡與社交質素，所有席位以收到轉賬確認為準。 * **查詢/報名 WhatsApp：** 91622624 * **一鍵報名：[https://wa.me/85291622624?text=我想報名參加6月27日週末玩樂派對](https://wa.me/85291622624?text=%E6%88%91%E6%83%B3%E5%A0%B1%E5%90%8D%E5%8F%83%E5%8A%A06%E6%9C%8827%E6%97%A5%E9%80%B1%E6%9C%AB%E7%8E%A9%E6%A8%82%E6%B4%BE%E5%B0%8D)** * \*參加者多於 whatsapp 直接報名, Meetup報名人數不準 **【轉賬方式】** * **PayMe 連結：** [https://payme.hsbc/kuuu](https://payme.hsbc/kuuu) * **FPS 轉數快：** 91622624 * *請於轉賬後 WhatsApp 截圖至 91622624 確認* ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ ⋱⋰ **🌟 關於 KAIROS 刻遇** 我們持續優化每一場聚會的質地，致力於在繁忙的都市中，為優秀的靈魂打造更舒適、更有深度的連結場域。 📅 刻遇日程 Jun 27 (Sat) 5pm-11pm：🎉【週末玩樂大型派對】🎊 [https://www.meetup.com/kairos/events/315198026/](https://www.meetup.com/kairos/events/315198026/) Jun 28 (Sun) 4pm-10pm：🎤✨【6小時🎶唱K Party】👫👭👬✨🎉🥳 [https://www.meetup.com/kairos/events/315129600/](https://www.meetup.com/kairos/events/315129600/) Jul 1 (Wed) 5pm-11pm：🏖️七一假期玩足 6 粒鐘！大型派對🎉 [https://www.meetup.com/kairos/events/315195254/](https://www.meetup.com/kairos/events/315195254/) Jul 11 (Sat) 5pm-11pm：🎉【週末玩樂大型派對】🎊 [https://www.meetup.com/kairos/events/315309583/](https://www.meetup.com/kairos/events/315309583/) 🎟️ 報名與留位 名額稀缺，請透過 WhatsApp 或 Meetup 預約你的席位： 📲 WhatsApp 直接報名： [https://wa.me/85291622624?text=我想報名參加活動](https://wa.me/85291622624?text=%E6%88%91%E6%83%B3%E5%A0%B1%E5%90%8D%E5%8F%83%E5%8A%A0%E6%B4%BB%E5%8B%95) 期待在更趨近完美的時光中與你相遇。 「不為消磨時光，只為刻畫靈魂。」

IMPORTANT: For first time joiners, please send a message to the host via Meetup to confirm your attendance once you sign up to join. Otherwise, you may be moved to the waiting list. The hosts reserve the rights to edit the attendance list. This meetup is scheduled for players NTRP 2.5 or higher. Players who wish to join the event MUST at least be able to rally and return shots with reasonable pace. This is hitting for fun/practice and please bring your own racquet. Balls will be provided on each court. If you can play regularly on Saturday night, please join us and have fun. We shall rally and play some games. One court will be for game and the other for rally/game, which the host will decide on the spot to suit the players most. If the event is full and you are interested to join, you can sign up on the wait list. We may be able to get an additional court to accommodate more players. Cost: $60 per person to be paid on court IMPORTANT: If you cannot attend the event, you are required to update your RSVP status accordingly 24 hours in advance, so that the waiting list can move up. Dropping out 8 hours or less before the event without informing the hosts will be considered as "no show". Thank you for your support.

First timer, please leave contact. Please put your name on the waiting list which will be updated later. My WhatsApp / Signal: 9528-5003 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Date: 28 Jun 2026 (Sun) Time: 7 to 10 pm (2+2+2) Courts: #A, #B Level: All \# of Players: about 16 Shuttlecock: Moxiang White #2 Format: Doubles Sports Club Membership Fee: $30 (PayMe / FPS #: 9528-5003) Venue: Sai Ying Pun Community Complex2 High Street, Sai Ying Pun 西營盤社區綜合大樓西營盤高街 2 號Tel: 2540-2812 Direction from Sai Ying Pun MTR to Sai Ying Pun Community Complex: https://bit.ly/Sai-Ying-Pun

Hi All, I am Lawrence, Certified Animal Flow Level III iinstructor and Certified Personal Trainer from A.C.E.
Animal Flow is ground based movement. This system is designed to improve strength, power, flexibility, mobility, and coordination for all levels of fitness enthusiasts.
During this class I will introduce you to different animal flow movements, through these movements, we workout, stretch and create our flow together. A good way to enjoy this beautiful weather and understand our body.
Class Fee:150 per person
Please feel Free to Message me for any questions.
你好 我係Lawrence , Level 3 Animal Flow 同埋私人教練
可能好多人對動物流依個運動系統都好陌生，其實佢融入左好多模仿動物同埋唔同類型運動既動作，通過練習依啲動作，可以改善我地既力量，耐力，柔軟度，協調，穩定性等等。而且所有動作有各式既演變，適合不同程度既參與者！同埋最有趣既地方，就係好大既自由度，可以將各樣動作串連而成為一個好似舞蹈或者表演。
係班上，我會教大家各式既相關動作，無論你想鍛鍊或者伸展，都可以搵到適合你既野。一齊黎係陽光下既户外一齊玩啦！
費用:每堂150元
歡迎聯絡查詢。

Reading is important because it develops your mind and gives you excessive knowledge and lessons of life. 開卷有益！大家最近有冇讀到一啲好書呢？不如出黎分享下讀書心得呀？參加呢個讀書活動，分享好書，分享喜悅。😊 有興趣參加可以WhatsApp我：95182994

To enjoy our Sunday with tranquillity, we are going to explore very secluded & peaceful Whitehead beach in Wu Kai Sha, followed by dinner. My friend and I did a recce there weeks ago. A cozy one-hour walk met with birds and sea. Such calm scenes really smoothed us. There is a hidden path for our trekking which sent us to the Whitehead beach.We’ll be welcome by a huge stoney heart. Let’s rest there & enjoy our snacks. Experienced swimmers are welcome to test the aquamarine water. Bring an umbrella & sufficient sports drinks in case, as it’s totally exposed and provides NO support. *First-time participant please answer all questions posted when you make RSVP.* **Meeting** **Date:** Sunday 28 June, 2026 **Time**: 1:15pm **Gather at**: **Exit C, Hang On Station** Ratings: Speed: 2/5 Hike Length: 4-5km Difficulties: 2.5+(adding the heat)/5 **WHAT TO BRING** 1\. A 😃 2\. Hat\, sunblock\, sunglasses and umbrella \(flippers & swim stuff if you swim\) 3\. At least 2 litre of energy drinks & electrolyte chews 4\. Proper clothing & shoes catering for the above\-mentioned event 5\. Hiking/sports backpack\, no shopping bag please 6\. Poles & **hiking gloves** 7\. Sweat cloth for replacement 8\. portable ice to cool down **IMPORTANT INFORMATION:** 1/ Please be punctual 2/ Please wear sports attire catering for the event 3/ No radios, No guests **OTHER INFORMATION** 1.“No Shows” especially last-minute absence without a head up will be recorded. 2\. Habitual “No Shows” will be removed from the group\. 3\. Be responsible\, please update your RSVP at least 4 hours prior to the activity if you can’t make it\. If it is an hour or less before the event\, please call our Host\. ***Disclaimer:*** *Hong Kong Healthy Outings organizes events on an amateur basis. By joining the events, all participants are deemed to have read and understood the activity description, to have determined that they are of a suitable fitness level to undertake the events, and to have agreed to exonerate the leaders, the organizers and any other participants in the walks from any liabilities or claims, including but not limited to liabilities and claims as a result of any injuries or deaths or damages arising therefrom.*