zhangfaen's repositories
algorithms
Minimal examples of data structures and algorithms in Python
all_dot_files
all dot files, e.g. .zshrc, .vimrc, .bashrc, .pdbrc, .pdbrc.py .......
awesome-deep-vision
A curated list of deep learning resources for computer vision
pku-online-judge
codes of all problems in pku online judge by Faen
python-pytorch-tips
notes/tests for learning pytorch
BertWithPretrained
An implementation of the BERT model and its related downstream tasks based on the PyTorch framework
ChatGLM-Tuning
一种平价的chatgpt实现方案, 基于ChatGLM-6B
common
Common algorithms, data structures implemented by Faen
De-Beeping-Audio-by-Spectrogram-Analysis
Removing beeping background sound from source by analysing the STFT spectrogram
dotfiles
dotfiles for vim, git, zsh, tmux, cwm, xinit, and many others.
DRL-FlappyBird
Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)
FinetuneGLMWithPeft
Simple implementation of using lora form the peft library to fine-tune the chatglm-6b
GPT-SoVITS
1 min voice data can also be used to train a good TTS model! (few shot voice cloning)
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
search_with_lepton
Building a quick conversation-based search demo with Lepton AI.
shallow_neural_network_example
A jupyter notebook demonstrating the application of a simple neural network to approximation of a region of the sine function
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
transformers_tasks
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF etc.
TransformerTranslation
A Transformer Framework Based Translation Task
zero_nlp
中文nlp应用(数据、模型、训练、推理)