andypham
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📚 Freely available programming books
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
An opinionated list of awesome Python frameworks, libraries, software and resources.
Command-line program to download videos from YouTube.com and other video sites
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
A curated list of awesome Machine Learning frameworks, libraries and software.
scikit-learn: machine learning in Python
💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 300+ supported cars.
Scrapy, a fast high-level web crawling & scraping framework for Python.
The world's simplest facial recognition api for Python and the command line
Get your documents ready for gen AI
LlamaIndex is the leading framework for building LLM-powered agents over your data.
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Streamlit — A faster way to build and share data apps.
An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
A toolkit for developing and comparing reinforcement learning algorithms.
A book-in-progress about the Linux kernel and its insides.
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…
Write scalable load tests in plain Python 🚗💨
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
Code for the paper "Language Models are Unsupervised Multitask Learners"
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
Code samples for my book "Neural Networks and Deep Learning"