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Jackie Zhang's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

book3_elements-of-mathematics icon book3_elements-of-mathematics

Book_3_《数学要素》 | 鸢尾花书:从加减乘除到机器学习;上架;欢迎继续纠错,纠错多的同学还会有赠书!

calendar icon calendar

iOS calendar component written in Swift

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

cleanrl icon cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

creative_ml icon creative_ml

Creative Machine Learning course and notebook tutorials in JAX, PyTorch and Numpy

cropimg icon cropimg

A sample application written in Swift for creating crops of images

dit icon dit

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

drl-pytorch icon drl-pytorch

Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

esl-cn icon esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

gen-ai-workshop icon gen-ai-workshop

Learn how to build generative AI applications on AWS using PartyRock, Amazon Bedrock, and Amazon Q

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