Tanay Mehta's repositories
neural-net-scratch
This Repository contains my implementation of a Neural Network from Scratch in Plain Numpy. No one else's libraries, no one else's code. Just python with good old Numpy and 2 layer Neural Network.
cnn-mnist
Implementation of a Convolutional Neural Network in Core Tensorflow without using any High-level APIs
drows-detect
This Program detects drowsiness on a person's face by Extracting their eye movements using opencv and dlib
machine-learning-projects
This Repository is supposed to contain all Machine Learning Projects made by me
deep-learning-projects
This repository contains all deep learning projects I have made.
data-science-adventures
This repository contains all my Data Science & EDA Projects (both on and off the blog)
svm-scratch
This is my Implementation of a Support Vector Machine From Scratch
naive-bayes-scratch
Implementation of Naive Bayes Algorithm in Python from Scratch
microservices-api-certification-freeCodeCamp
This is the Repository where all my Project solutions of Microservices and API Certification (by freeCodeCamp) live.
deep-boltzmann-machine
This is an Implementation of Deep Restricted Boltzmann Models on MovieLens dataset using PyTorch
pima-diabetes-prediction
This is an implementation of Linear Classification on pima-indians-diabetes dataset using Tensorflow's Estimator API
status-api
status-api is an API built from scratch using only Node.js Internal modules, this API checks status of a Website and has CRUD operations in place
linear-regression-core-tensorflow
Doing Linear Regression in Core Tensorflow without the use of any high-level APIs
machine-learning
Content for Udacity's Machine Learning curriculum
twtsnt
Twitter sentiment analysis built on Azure cognitive services
educate-resource-for-machine-learning
This ebook from Jason Brownlee. Educational perpose only! Thanks to Jason for the books.
snake-game-js
Good-ol Snake Game remade in Javascript using p5.js Sketching Library
fsWrap.js
This is a Wrapper Library for using fs (file-system) module in NodeJS with ease
react-native
A framework for building native apps with React.
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
linear-regression-scratch-python
About: This is a Linear Regression Model made in Python (only two external dependencies; Numpy and Pandas). This Model Predicts the house prices from the Famous Boston House Pricing Dataset. The Best thing about this model is that it is made from scratch, i.e, I have not used any High-level Libraries such as Tensorflow, Torch, Scikit-learn, etc. This makes the overall model performance much Customised and Easier.
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
dailycodebase
2 month data structures and algorithmic scripting challenge starting from 20th December 2018 - Coding is Fun! 💯💯 Do it everyday
tensorflow
An Open Source Machine Learning Framework for Everyone
gym
A toolkit for developing and comparing reinforcement learning algorithms.
mlpack
mlpack: a scalable C++ machine learning library --
MNIST_tensorflow_scratch
MNIST Dataset Classification using Tensorflow without Convolutional Neural Network