Kaizhao Liang's starred repositories
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
flash-attention
Fast and memory-efficient exact attention
pytorch-fcn
PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
resnet-in-tensorflow
Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.
Self-Attention-GAN-Tensorflow
Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)
Deep-Compression-PyTorch
PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by Song Han, Huizi Mao, William J. Dally
unrestricted-adversarial-examples
Contest Proposal and infrastructure for the Unrestricted Adversarial Examples Challenge
tensorflow-MNIST-GAN-DCGAN
Tensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.
deep-q-learning
PyTorch Implementation of Deep Q-Learning with Experience Replay in Atari Game Environments, as made public by Google DeepMind
NIPS-2017-Learning-to-Run
Reinforcement learning environments with musculoskeletal models
The-Everything-App
One App to rule them all, powered by ChatGPT
Fake-News-Challenge
Machine Learning in fighting fake news
UIUC-CS446
Machine Learning