Sushant Gandhi's repositories
alphalens
Performance analysis of predictive (alpha) stock factors
cs229-2019-summer
All notes and materials for the CS229: Machine Learning course by Stanford University
Flask_Angular4_Skeleton
A boiler plate for building apps using server to client side rendering with Angular 4 and Flask.
HAABSA_PLUS_PLUS
Hybrid Approach for Aspect-Based Sentiment Analysis
interpretable_machine_learning_with_python
Practical techniques for interpreting machine learning models.
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
kaggle-past-solutions
A searchable compilation of Kaggle past solutions
machine-learning-uiuc
🖥️ CS446: Machine Learning in Spring 2018, University of Illinois at Urbana-Champaign
MachineLearningMentalModel
MachineLearningMentalModel
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
pdfminer.six
Python PDF Parser -- fork with Python 2+3 support using six
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Python-Lectures
Learn programming in python with Kishi
RE-NLG-Dataset
T-Rex : A Large Scale Alignment of Natural Language with Knowledge Base Triples
SEC-EDGAR-text
Text information from US companies' SEC EDGAR electronic filings
stockpredictionai
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
system-design
Preparing for system design interview questions
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
the-algorithm
Source code for Twitter's Recommendation Algorithm
the-algorithm-ml
Source code for Twitter's Recommendation Algorithm
Topics-in-deep-learning
Materials for class on topics in deep learning (STAT 991, UPenn/Wharton)
ValueInvesting
For value investing dashboard