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This is the Study Guide for Learn Machine Learning in 3 Months (PyTorch Curriculum) by Siraj Raval on Youtube
Assorted exercises and proof-of-concepts to understand and study machine learning and statistical learning theory
MDOS motif discovery using orthologous sequences (alignment independent)
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.
Models built with TensorFlow
A blockchain implementation in 200 lines of code
A Tutorial about Programming for Natural Language Processing
A tutorial about neural machine translation including tips on building practical systems
An NSF proposal template in LaTeX
Examples and guides for using the OpenAI API
Latex code for making neural networks diagrams
Quantamental finance research with python
Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
Python tutorials as Jupyter Notebooks for NLP, ML, AI
Deep Learning (with PyTorch)
Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
CNN/Daily Mail Reading Comprehension Task
An implementation of the RL-NTM from http://arxiv.org/abs/1505.00521
Semantic Parser with Execution
SippyCup is a simple semantic parser, written in Python, created purely for didactic purposes.
SPINN (Stack-augmented Parser-Interpreter Neural Network): fast, batchable, context-aware TreeRNNs
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.