Misha Brukman's Projects
The P programming language.
p5.js is a client-side JS platform that empowers artists, designers, students, and anyone to learn to code and express themselves creatively on the web. It is based on the core principles of Processing. http://twitter.com/p5xjs —
Containerized Data Analytics
Packer is a tool for creating identical machine images for multiple platforms from a single source configuration.
Bake your own Mesos(http://mesos.apache.org) pre-installed virtual machine images.
PArallel Distributed Deep LEarning
A treasure chest for visual recognition powered by PaddlePaddle
Awesome pre-trained models toolkit based on PaddlePaddle.(300+ models including Image, Text, Audio and Video with Easy Inference & Serving deployment)
An NLP library with Awesome pre-trained Transformer models and easy-to-use interface, supporting wide-range of NLP tasks from research to industrial applications.
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, etc.
Easy-to-use Speech Toolkit including SOTA/Streaming ASR witch punctuation, influential TTS with text frontend, Speaker Verification System and End-to-End Speech Simultaneous Translation.
Functional deep learning
Official Implementation of Paella https://arxiv.org/abs/2211.07292v1
a UI builder for React web apps
Draw, modify, and execute graphs using a simple python dict interface
Slate is a Jekyll theme for GitHub Pages
Fluid Paint - http://david.li/paint
The Language Interpretability Tool: Interactively analyze NLP models for model understanding in an extensible and framework agnostic interface.
An application that brings humanities research methods to data visualization.
Scalable PaLM implementation of PyTorch
Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways - in Jax (Equinox framework)
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
Pampy: The Pattern Matching for Python you always dreamed of.
Powerful, mature open-source cross-platform game engine for Python and C++, developed by Disney and CMU
PandaPy has the speed of NumPy and the usability of Pandas (10x to 50x faster)
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Pandas Google BigQuery
pandas, scikit-learn, xgboost and seaborn integration