minalspatil

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Umeå universitet

Umeå, Sweden

https://minalspatil.github.io/

Minal S Patil 's repositories

applied-reinforcement-learning

Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks

Language:Jupyter NotebookMIT1 10

Awesome-Incremental-Learning

Awesome Incremental Learning

1 10

awesome-mlss

List of summer schools in machine learning + related fields across the globe

MIT1 10

Awesome-Quant-Machine-Learning-Trading

Quant/Algorithm trading resources with an emphasis on Machine Learning

1 10

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

CC0-1.01 10

cam-notes

My Cambridge Lecture Notes

Language:TeX010

coax

Turn RL papers into code, the easy way

Language:PythonMIT010

conceptnet5

Code for building ConceptNet from raw data.

Language:RoffNOASSERTION010

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

010

DrWhy

DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.

Language:R010

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Language:PythonBSD-3-Clause010

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

Language:PythonApache-2.0010

interpretable_machine_learning_with_python

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

Language:Jupyter Notebook010

jason

Jason is a fully-fledged interpreter for an extended version of AgentSpeak, a BDI agent-oriented logic programming language.

Language:JavaLGPL-3.0010

lucid

A collection of infrastructure and tools for research in neural network interpretability.

Language:Jupyter NotebookApache-2.0010

matlab2tikz

This program converts MATLAB®/Octave figures to TikZ/pgfplots figures for smooth integration into LaTeX.

Language:MATLABBSD-2-Clause010

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

Language:Jupyter Notebook010

NSCL-PyTorch-Release

PyTorch implementation for the Neuro-Symbolic Concept Learner (NS-CL).

Language:PythonMIT010

numpy-100

100 numpy exercises (with solutions)

Language:PythonMIT010

phasic-policy-gradient

Code for the paper "Phasic Policy Gradient"

Language:PythonMIT010

PlotNeuralNet

Latex code for making neural networks diagrams

Language:TeXMIT010

poincare-embeddings

PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"

Language:PythonNOASSERTION010

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Language:C++NOASSERTION010

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

Language:PythonMIT010

RLTrader

A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym

Language:PythonGPL-3.0010

rsmf

Right-size my figures

000

snorkel

A system for quickly generating training data with weak supervision

Language:PythonApache-2.0010

trfl

TensorFlow Reinforcement Learning

Language:PythonApache-2.0010

ucl-dark.github.io

UCL Deciding, Acting, and Reasoning with Knowledge (DARK) Lab

Language:JavaScriptMIT010

what-if-tool

Source code/webpage/demos for the What-If Tool

Language:HTMLApache-2.0010