Discover suriyadeepan/MachineLearning-101 Open Source project

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Created over 7 years ago
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suriyadeepan

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Introduction to Machine Learning

practical_seq2seq

A simple, minimal wrapper for tensorflow's seq2seq module, for experimenting with datasets rapidly

Jupyter Notebook

570

torchtest

Unit Testing for pytorch, based on mltest

Python

307

easy_seq2seq

[unmaintained] go to https://github.com/suriyadeepan/practical_seq2seq

Python

299

datasets

A collection of all my datasets

Jupyter Notebook

239

rnn-from-scratch

Use tensorflow's tf.scan to build vanilla, GRU and LSTM RNNs

Python

128

BayesianML

Experiments in Bayesian Machine Learning

Jupyter Notebook

pm-pyro

PyMC3-like Interface for Pyro

Jupyter Notebook

augmented_seq2seq

enhance seq2seq model for open ended dialog generation

Python

tweet_bot

A Twitter bot based on seq2seq model, trained on twitter chat log

Python

match-lstm

Match LSTM for Textual Entailment

Jupyter Notebook

python3

Learn to programmatically express your will with Python 3

HTML

PyroDemystified-PyCon2019

Content for the workshop "Pyro Demystified : Bayesian Deep Learning" (PyCon 2019 - Chennai)

Jupyter Notebook

neural-pde

A Deep Learning library for Partial Differential Equations

Python

anatomy-of-ppl

Anatomy of Probabilistic Programming Languages

Jupyter Notebook

Castalia

My Castalis Repository : Simulation of MAC and Routing protocols

C++

language-modeling

Language Modeling with RNN in Tensorflow

Python

deeplearning

Deep Learning Reading List

Python

NeuralQA

Neural Question-Answering/Reading Comprehension (SQuAD, bAbI, CBT, NarrativeQA, VQA)

Python

recompute.py

A sweet tool for Remote Execution

Python

WebScraping-for-Healthcare

Web Scraping for Healthcare

Jupyter Notebook

Tutorials, practice exercises for TensorFlow

Jupyter Notebook

reddit-ml-threads

Use PRAW to scrape threads on Machine Learning

Jupyter Notebook

swecha-machine-learning-workshop

Introduction to Machine Learning using Tensorflow, at SWECHA, Hyderabad

Jupyter Notebook

SRM-NLP-Workshop-2019

Code, Notes, Slides, Data

HTML

NetCla

Network Activity Classification with Machine Learning

Jupyter Notebook

tana

This Aint No AutoML

Python

IndoorTracking

Implementation of Detecting People in Indoor Clutter Scenes

Python

robot_vision_android

Android Application built with opencv libraries, for an Object Tracking Mobile Android Robot...

Java

wiki-graph

Graphical representation of wikipedia information.

Python

memory-networks

experiments with explicit memory for NLP

Python

bec-gp

Simulating the dynamics of Bose Einstein Condensates using Gaussian Processes

Jupyter Notebook

TrackMe

Indoor multi-object (human) tracking

Jupyter Notebook

deconstructing-pymc3

Deconstructing PyMC3 source code and reconstructing it incrementally.

Python

frhp-wsn

Frequency Hopping in Wireless Sensor Networks using FTSP - Tested on MicaZ and TelosB platforms

Java

Bayesian-Data-Analysis

Bayesian Data Analysis with PyMC3

Jupyter Notebook

NeuralRC

Neural Reading Comprehension

HTML

everynoise.com_scraper

Scrape mp3 clips from everynoise.com

Python

sfd2017

Creative Coding and Data Visualization for Software Freedom Day 2017

JavaScript

thea

Deep Learning in Robotics

Jupyter Notebook

nodebox-art

My NodeBox Sketches

Python

frequency-hopping-wsn

Implementation of Frequency Hopping in WSN - Time Synchronization done using TPSN

nesC

PracticalBayes

Probabilistic programming, Bayesian Thinking, Bayesian Data Analysis and Applications

Jupyter Notebook

adhoc-on-android

Automatically exported from code.google.com/p/adhoc-on-android

Java

tfp_helper

Helper Library for prototyping with Tensorflow Probability

Python

SMIL4Inkscape

an inkscape extension for declarative animation using SMIL

Python

myshkin

A Telegram Chat-bot @Nikila_bot who offers you valuable advise

JavaScript

keras

a scaffold for using keras to build awesome deep models :D

Jupyter Notebook

rl-toys

Toys examples for Reinforcement Learning

Jupyter Notebook

genai-portfolio-optimization

Portfolio Optimization using Generative AI

pandas

scaffold for learning pandas...

Jupyter Notebook

vivisecto

Yet Another Visualizer for the infamous Castalia

C++

pi-mote

A Mobile Node with Raspberry Pi as brain, a TelosB module for node to node wireless communication and a WiFi module for multimedia communication and file transfer.

twitter-scraper

Scrape tweets from twitter for Sentiment Analysis

Python

suriyadeepan/MachineLearning-101

suriyadeepan

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