@timothydelille
👨‍💻 ML Engineer @ Snap 👻 friends and content recommendations with neural nets
🇫🇷 Born in France 🥖
🇺🇸 Living in the US 🦅
Timothy Delille

my thoughts and notes

🤔 Thoughts
the-game-theory-behind-stock-based-comp
🎮 Reinforcement Learning
stanford-cs234-reinforcement-learning-lecture-2 (markov reward process)
stanford-cs234-reinforcement-learning-lecture-3 (model free evaluation)
stanford-cs234-reinforcement-learning-lecture-4 (model free control)
stanford-cs234-reinforcement-learning-lecture-5 (value function approximation)
stanford-cs234-reinforcement-learning-lecture-6 (deep Q learning)
stanford-cs234-reinforcement-learning-lecture-7 (imitation learning)
stanford-cs234-reinforcement-learning-lecture-14 (monte carlo tree search)
linUCB-yahoo-contextual-bandit
proximal-policy-optimization
microsoft-deep-RL-for-news
netflix-prize-paper
🍷 ML classics
lambdarank
xg_boost
gradient_boosting
auto-encoding-variational-bayes
computing-machinery-and-intelligence
the-bitter-lesson-richard-sutton
manifold_hypothesis
feature-selection
yann-lecun-self-supervised-learning
calibration
detecting-data-drit
normalization
🦜 LLMs
direct-preference-optimization (DPO)
rotary-positional-embeddings
low-rank-adaptation
instruct-gpt
xlnet
mistral-7B
openai-gpt
llama
universal-sentence-encoder
multi-gate-mixture-of-experts
text-rank
fast-text
decision-transformer
😵‍💫 Recommendation systems
bytedance_monolith
google_recommendation_systems_course
d2l_recommender_systems_course
factorization_machines
progressive_layered_extraction (PLE)
🤑 Business, start-ups, finance
pricing-101-YC
zero-to-one-peter-thiel
eugene-wei-status-as-a-service
eugene-wei-tiktok-and-the-sorting-hat
the-social-responsibility-of-business-is-to-increase-its-profits-milton-friedman
automated-market-making
google-ads
👀 Vision
CLIP-OpenAI
denoising-diffusion-probabilistic-models
u-net
vision-transformers
🧠 Graphs
stanford-cs228-probabilistic-graphical-modeling
propagating-belief-functions-in-and-trees
✏️ System design
chip-huyen-real-time-machine-learning
max-halford-online-learning-evaluation
stanford-cs329s-machine-learning-systems-design
👾 Programming
harvard-cs75-web-dev
deploy-dash-app-on-azure-app-service
how_gpu_computing_works_nvidia_gtc_2021
MapReduce
nginx

links

x.com/timothydelille
linkedin.com/in/timothydelille
github.com/timothydelille