p-patil Goto Github PK

activation-functions

Benchmarking the usage of different activation functions, included learned ones, against each other. Motivated by the question of why ReLU is so popular and works so well.

alexa

Temporary repository for the alexa prize

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

big-bench

Beyond the Imitation Game collaborative benchmark for enormous language models

checkers

Functional checkers interface, computer player, and the ability to play with friends.

competitive-programming

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

data

dcrnn

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

dcrnn_pytorch

Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch

domain-coloring

face_pytorch

face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on

file-syncer

gdrive

graph-wavenet

graph wavenet

guess-email

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

linguistics-stuff

Various linguistic processing structures, such as efficient memory storage of strings, efficient solver for the game Boggle, predictive text and autosuggest that learn adapt over time, etc.

material-ui

React components for faster and easier web development. Build your own design system, or start with Material Design.

model-based-predictive-coding

music-player-basic

neural-networks

Basic implementation of feedforward neural network. The project was built over multiple drafts, which are all visible. Some file paths used for testing use the "Testing/" directory, which includes testing data. This is not included in the repository due to its large size.

nlp-hints

notes

opensfm

Open source Structure from Motion pipeline

optimization-implementations

Various implementations of optimization techniques (eg genetic algorithms, particle swarm, etc.) applied to different problems, for learning purposes.

p-patil.github.io

predictive-text

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

ref-resolver