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Abhimanyu.'s Projects

2048 icon 2048

An implementation of Classic mathematical game 2048

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

bert icon bert

TensorFlow code and pre-trained models for BERT

captum icon captum

Model interpretability and understanding for PyTorch

checkers_ai icon checkers_ai

A checkers game AI which plays against human players calculating it's move after each subsequent human move

dlwpt-code icon dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

draw-ai icon draw-ai

Draw graphs and diagrams using text and d3js library.

embed-d3 icon embed-d3

Embedding d3 docs to teach ai to draw and make interactive visualizations.

fastai icon fastai

The fastai deep learning library

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

fastpages icon fastpages

An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

fixup icon fixup

A Re-implementation of Fixed-update Initialization

fixup_initialization icon fixup_initialization

Initialize your ResNets with any default inits you want + Fixup init from the paper "Fixup Initialization: Residual Learning without Normalization".

formtype icon formtype

A clone of typeform for practice purposes.

game-ai icon game-ai

An simulation of a zombie apocalypse using depth-first and breadth-first search

input-marginalization icon input-marginalization

Unofficial PyTorch implementation of the paper "Interpretation of NLP models through input marginalization"

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