Repository Index

A curated list of awesome tools for SQLAlchemy

• python
• sqlalchemy
• rdbms
• databases

Quantitative analysis, strategies and backtests

• quantitative-finance
• quantitative-trading
• portfolio-management
• risk-management

Rated, auto-refreshed list of decompiled, recompiled & reverse-engineered games: decomps, static recomps, source ports, engine remakes, browser ports.

• awesome
• awesome-list
• decompilation
• game-preservation

HuggingLLM, Hugging Future.

Terminal Emulators

• terminal-emulators
• terminal
• command-line
• shell

Free hands-on digital forensics labs for students and faculty

• cybersecurity
• digital
• education
• forensics

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

• ai
• jupyter-notebook
• llm
• python

Collection of less popular features and tricks for the Python programming language

pytorch tutorial for beginners

• pytorch-tutorial
• pytorch

Python hands on tutorial with 50+ Python Application (10 lines of code) By @xiaowuc2

• python
• python-application
• python-project
• voice-recorder

中文翻译的 Hands-On-Large-Language-Models (hands-on-llms)，动手学习大模型

• hands-on-llm
• llms
• hands-on-transformers
• hans-on-llms

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

• deep-learning
• image-classification
• machine-learning
• neural-network

Keras documentation, hosted live at keras.io

The repository host gives no description.

[Legacy] Data & AI Notebook templates catalog organized by tools, following the IMO (input, model, output) framework for easy usage and discovery..

• templates
• opensource
• naas
• notebooks-templates

The Python Code Tutorials

• python
• python3
• scapy
• ethical-hacking

LLM Finetuning with peft

• falcon
• fine-tuning
• huggingface
• llama

The repository host gives no description.

Open Content for self-directed learning in data science

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

• pytorch
• pytorch-tutorial
• pytorch-cnn
• pytorch-nlp

Data Engineering Practice Problems

Introduction to Deep Neural Networks with Keras and Tensorflow

• tensorflow
• python
• tutorial
• deep-learning

Microsoft AI

TranslatedCovers pre-training data, Tokenizer, Transformer, MoE,distributed training, Scaling Laws, inference & alignment .6 progressive code assignments for full-stack LLM learning

• gpu-programming
• llm
• nlp
• rl