Pinned Repositories
18S191
Course 18.S191 at MIT, fall 2020 - Introduction to computational thinking with Julia:
AdvancedOptML
CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning
aima-java
Java implementation of algorithms from Norvig And Russell's "Artificial Intelligence - A Modern Approach"
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
ARSP_on_DAGs
Absolute Robust Shortest Path problems on Directed Acyclic Graphs are NP complete
attention_is_all_you_need
Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.
colgen
courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
TensorFlow-Autoencoder
A (naive?) quick and dirty autoencoder in TensorFlow
innerproduct's Repositories
innerproduct/18S191
Course 18.S191 at MIT, fall 2020 - Introduction to computational thinking with Julia:
innerproduct/AdvancedOptML
CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning
innerproduct/colgen
innerproduct/DeepADoTS
Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
innerproduct/environments
innerproduct/fetch-and-compute
innerproduct/GNNPapers
Must-read papers on graph neural networks (GNN)
innerproduct/linux-setup-scripts
scripts to set up bash environment, python-pyenv, fan-control, and clock-speed control
innerproduct/lm-sensors
lm-sensors repository
innerproduct/manim
Animation engine for explanatory math videos
innerproduct/marzipano
A 360° media viewer for the modern web.
innerproduct/mattermost-server
Open source Slack-alternative in Golang and React - Mattermost
innerproduct/met_data
extracting data from scanned UK Met Office records
innerproduct/naive_image_manipulation
A collection of simple-minded image manipulation functions
innerproduct/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.
innerproduct/nltk
NLTK Source
innerproduct/nltk_book
NLTK Book
innerproduct/nltk_data
NLTK Data
innerproduct/pydata-docker-tutorial
Tutorial given at PyData LA 2018
innerproduct/pyomo
An object-oriented algebraic modeling language in Python for structured optimization problems.
innerproduct/pyomo-starter
innerproduct/python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
innerproduct/Rocket.Chat
Have your own Slack like online chat, built with Meteor.
innerproduct/SimplifiedML
Extremely simplified machine learning project to understand the concepts of machine learning (as opposed to proper implementation)
innerproduct/study-hands-on-ML
Repo for working through the "Hands-on Machine Learning" book by Aurelien Geron
innerproduct/study-nltk
Repo for working through the NLTK book
innerproduct/study-slp
Reading through "speech and language processing" (2nd edition) by Jurafsky and Martin
innerproduct/temp-throttle
A shell script for throttling system CPU frequency based on a desired maximum temperature
innerproduct/thinkfan
The minimalist fan control program
innerproduct/wer_are_we
Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.