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advent_of_code_2019

atlas-download-tools

Search, download, and prepare brain atlas data.

bump2version

Version-bump your software with a single command

cartpole-v0_reinforce

Implementation of REINFORCE algorithm in the CartPole-v0 OpenAI gym environment.

cartpole-v1_a2c

Advantage Action Critic (A2C) algorithm tested in the CartPole-v1 environment of OpenAI's gym

cartpole-v1_ddqn

Solving the OpenAI gym environment CartPole-v1 with the DDQN algorithm

cartpole_v0

Implementation of 5 different algorithms to solve the CartPole_v0 OpenAI gym environment

cartpole_v0-cross-entropy-method

Solution to the CartPole_v0 environment from OpenAI gym using a actor only version of Cross Entropy Method

cartpole_v0_dqn

Deep Q Network TensorFlow implementation of the CartPole_v0 environment from OpenAI gym

competitive_programming

My solutions to various problems

creating-animations-with-mcmc

deepdow

Portfolio optimization with deep learning.

devyoutubelist

List of Development YouTube Channels

dvc

🦉Data Version Control | Git for Data & Models

gameoflife

Minimal python implementation of Game of Life using PyGame for visualization

gan-1d-distribution-fitting

Fitting 1D distribution with Generative Adversarial Networks

gnnfit

graph_colouring

Colouring a graph with 3 colours - Evolutionary/genetic algorithm to generate a solution

jankrepl.github.io

Personal website

keras

Deep Learning for humans

langchain

⚡ Building applications with LLMs through composability ⚡

mildlyoverfitted

Paper implementations from scratch and machine learning tutorials

mltype

Command line tool for improving typing skills (programmers friendly)

pychubby

Automated face warping tool.

pyfolio

Portfolio and risk analytics in Python

pytest

The pytest framework makes it easy to write small tests, yet scales to support complex functional testing

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

scibert

A BERT model for scientific text.

scikit-image

Image processing in Python