Progyan (plugyawn)

plugyawn

Geek Repo

Company:@OpenSource-IITGn

Location:India

Home Page:progyan.me

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Progyan's starred repositories

Narrative-Engine

A 3D game engine meant for story tellers

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qlib

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

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gp-zoo

A repository with implementations of major papers on Gaussian Process regression models, implemented from scratch in Python, notably including Stochastic Variational Gaussian Processes.

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pykernels

Python library for working with kernel methods in machine learning

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gossip

Gossip is a beautiful tree-walk interpreter (that now also supports bytecode!) that allows for beautiful visualizations for abstract syntax trees, and is built to support beginners starting a course on Compiler Design.

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TOC-Problem-Sets

Solution of the problem sets of the course COL352- Introduction to Automata and Theory of Computation offered in Second (Holi) Semester 2021-22.

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my-qr.art

Design custom QR codes with this web app!

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Manim.js

Replicating 3Blue1Brown's math animation engine in JavaScript (p5.js)

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ManimML

ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.

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PokemonRedExperiments

Playing Pokemon Red with Reinforcement Learning

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Unity-Collider-Optimizer

Optimizes mesh and polygon colliders in Unity

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Probabilistic_ML

Material for the "Probabilistic Machine Learning" Course at the University of Tรผbingen, Summer Term 2023

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awesome

๐Ÿ˜Ž Awesome lists about all kinds of interesting topics

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annotated_deep_learning_paper_implementations

๐Ÿง‘โ€๐Ÿซ 60 Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐Ÿง 

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courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

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Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

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minitorch

The full minitorch student suite.

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Neural-Network-Visualizer-for-Pytorch

A simple in-training visualization tool for neural networks built on pytorch models

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Gumbi

Gaussian Process Model Building Interface

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wimpyML

Python library with wimpy implementations of common ML algorithms that I wrote in the process of learning them.

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macOS-OpenGL

Template repository for working on openGL with macOS.

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notebooks-latest

Default set of Data Lab notebooks, by DL team and contributed by users

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motion-canvas

Visualize Your Ideas With Code

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skgpytorch

GPyTorch models in Scikit-learn flavor

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bijax

Bayesian Inference in JAX

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coinframe

Library for analysing, backtesting, and presenting cryptocurrency portfolios reliably, and with very little code.

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