Gao Shijian's repositories
Book-Mathematical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
ollama
Get up and running with Llama 3, Mistral, Gemma, and other large language models.
anything-llm
The all-in-one Desktop & Docker AI application with full RAG and AI Agent capabilities.
self-llm
《开源大模型食用指南》基于AutoDL快速部署开源大模型，更适合**宝宝的部署教程
researchgpt
An open-source LLM based research assistant that allows you to have a conversation with a research paper
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
PyTorch-StudioGAN
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
matrix-capsules-with-em-routing
A TensorFlow implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).
refinenet-pytorch
RefineNet-101 VOC in PyTorch
Transformers-for-NLP-2nd-Edition
Under the hood working of transformers, fine-tuning GPT-3 models, DeBERTa, vision models, and the start of Metaverse, using a variety of NLP platforms: Hugging Face, OpenAI API, Trax, and AllenNLP
The-Kaggle-Book
Code Repository for The Kaggle Book, Published by Packt Publishing
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
effective_pandas_book
Errata and code for Effective Pandas book
notebooks
Jupyter notebooks for the Natural Language Processing with Transformers book
cs-video-courses
List of Computer Science courses with video lectures.
Sharing_ISL_python
An Introduction to Statistical Learning with Applications in PYTHON
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
pytorch-image-classification
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
learn-nlp-with-transformers
we want to create a repo to illustrate usage of transformers in chinese
NUWA
A unified 3D Transformer Pipeline for visual synthesis
scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
RL-Algorithms-by-Pytorch
Clean and robust implementations of Reinforcement Learning algorithms by Pytorch
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球200所大学采用教学。
caffe-SSD
Caffe: a fast open framework for deep learning.
CV_Interview
I hope this repo can help you a lot!
python-mini-projects
A collection of simple python mini projects to enhance your python skills
wonderful-sql
Follow me，从 0 到 1 掌握 SQL，决胜秋招。