Yashwant Jankay's Projects
This is the curriculum for the "AI for Business" Course By Siraj Raval on Youtube
A self driving car model for humans.
A topic-centric list of high-quality open datasets in public domains. By everyone, for everyone!
This is the code for the "Classifying Data using Gradient Descent" by Siraj Raval on Youtube
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Notebooks from the free course Deep Reinforcement Learning with Tensorflow
Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.
Can we predict a doctor's field of specialty based on the description of procedures performed?
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
First time for everything.
This is the code for "How to Make a Text Summarizer - Intro to Deep Learning #10" by Siraj Raval on Youtube
Deep Learning for humans
Python scripts for generating and solving random solvable mazes using the depth-first search and recursive backtracking algorithms.
My notes and superstitions about common machine learning algorithms
Code samples for my book "Neural Networks and Deep Learning"
A Deep Convolutional GAN that is capable of generating new PokΓ©mon.
This is the code for "Generating Pokemon with a Generative Adversarial Network" by Siraj Raval on Youtube
A really simple but working Long Short Term Memory Recurrent Neural Network capable of generating new text.
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
A list of papers on Generative Adversarial (Neural) Networks
based on "Hands-On Machine Learning with Scikit-Learn & TensorFlow" (O'Reilly, Aurelien Geron)