imbikramsaha Goto Github PK

cat-breed-classifier

At this time, this app can successfully identify 12 different types of cat bread: Abyssinian, Bengal, Birman, Bombay, British, Shorthair, Egyptian Mau, Maine Coon, Persian, Ragdoll, Russian Blue, Siamese and Sphynx.

cifar10-fastai-resnet152

A Deep Learning model trained on Cifar-10 dataset, with the help of fastai library and ResNet-152 architecture, which achieve 86.22% accuracy.

clock

Know your Time

dall-e

PyTorch package for the discrete VAE used for DALL·E.

example-scripts

The official example scripts for the Numerai Data Science Tournament

fastim

fastim helps you to import all the necessary ml and dl libraries by writing 1 line Code.

feludahq_demo

feludahqdemo

gpt3-sandbox

The goal of this project is to enable users to create cool web demos using the newly released OpenAI GPT-3 API with just a few lines of Python.

imbikramsaha.github.io

irctc-ticket-booking

IRCTC train ticket booking service Backend

julia

The Julia Programming Language

matplotlib_tutorial

Source code to go along with my tutorial to learn data visualization with the matplotlib library of Python

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

mnist-fastai-resnet152-99.46-accuracy

monorepo

The mitosheet package, trymito.io, and other public Mito code.

my_website

nnfs

Neural Networks from Scratch in various programming languages

numerapi

Python API and command line interface for the numer.ai machine learning competition

numerblox

Solid Numerai pipelines

numpy

Jupyter Notebook & Data Associated with my Tutorial video on the Python NumPy Library

opencv

Open Source Computer Vision Library

oxford-iiit-pets

I accidentally get into the top five benchmarks of Image Classification on Oxford-IIIT Pets by beating Bamboo (ViT-B/16) [95.1% accuracy] with 95.39% accuracy on ResNet-152 architecture

pandas

Data & Code for my video on the Pandas library of Python

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-deep-learning

Materials for upcoming beginner-friendly PyTorch course (work in progress).

pytorch-zero-to-gans-jovian

PyTorch tutorial

pytorch_tabular

A standard framework for modelling Deep Learning Models for tabular data

qrcode

I learned It today

quant-finance-lectures

Learn quantitative finance with this comprehensive lecture series. Adapted from the Quantopian Lecture Series. Uses free sample data.