Gaurav Kumar's repositories
CSES-problem
Solution to CSES problem in python
algaebloom
DrivenData Algae Bloom prediction challenge
Search-Methods-for-Problem-Solving
This repository contains Python Implementation of Algorithm discussed in AI course by Prof Deepak Khemani
Machine_learning
Implementation of ml algorithms from scratch
Variational_Auto_Encoder
VAE using MNIST Data (PyTorch)
python-deepdive
Python Deep Dive Course - Accompanying Materials
CNN-for-Sentence-Classification-PyTorch
CNN for Sentecne Classification
awesome-deep-learning-papers
The most cited deep learning papers
Linear_algebra
Implementation of linear algebra method from scratch
Convex_Optimization
Implementation of Convex Optimization algorithms from scratch
Estimating-value-of-pi-using-Monte-Carlo-simulation
Estimating value of Pi using Monte Carlo simulation
cayman
Cayman is a Jekyll theme for GitHub Pages
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
Autoencoder_MNIST
Dimension reduction of MNIST data using DNN
DCGAN
Deep Convolution GAN using Cat and Dog Dataset
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Hidden_Markov_Model
HMM from scratch