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ai_in_fintech

AI and Machine Learning Techniques for solving finance problems

albums

React Native App for albums

attribution-modeling-budget-optimization

audioowl

Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁

awesome-capsule-networks

A curated list of awesome resources related to capsule networks

awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. Propose NEW data ☛☛☛PR☛☛☛

awesome-react-components

Catalog of React Components & Libraries

bert-toxicity-classification

bert on Jigsaw Unintended Bias in Toxicity Classification

bidirectiona-lstm-for-text-summarization-

A bidirectional encoder-decoder LSTM neural network is trained for text summarization on the cnn/dailymail dataset. (MIT808 project)

books

My book list

boosting

Contains code base for boosting based Tree algorithms Adaboost and XGBoost.

cabby_optimisation

Reinforcement learning based formulation for optimizing profits of cab drivers

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

capsule_text_classification

caviar

Protein cavity identification and automatic subpocket decomposition

clustering

Implementation OF KMEans, KMode, Kprototype and Agllomerative Hierarchical Clustering Using Python.

code_snippets

competition

complete-cheatsheets

This repo contains all the cheatsheets you need to keep handy, I will add more soon.

coursera-data-structures-and-algorithms-specialization

Repo for coursera specialization Data Structures and Algorithms by University of California, San Diego

cs570

Code for CS570, Essentials of Data Science

da-rnn

Dual-Stage Attention-Based Recurrent Neural Net for Time Series Prediction

dash-bootstrap-components

Bootstrap components for Plotly Dash

dash-recipes

A collection of scripts and examples created while answering questions from the greater Dash community

datasciencepython

common data analysis and machine learning tasks using python

datastructuresandalgorithms

Contains various Data Structure and algorithm problems implemented in java.

deconfounder_tutorial

deep-survey-text-classification

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

deeplearning

Various models implemented in Keras and Tensorflow including Perceptron, Back Prop, CNN, RNN and Boltzman Machines.