aiexplorations
Data science professional with an interest in statistical analysis, machine learning, deep learning and artificial intelligence. Twitter: @aiexplorations
Pinned Repositories
datascience
A collection of code from R and Python specific to Data Science.
deeplearning
Various experiments using Keras, Tensorflow and other deep learning libraries
dlaicourse
Notebooks for learning deep learning
learning-rust
A code base for my Rust experiments only for learning the language
LearningResources
A page with learning resources for AI and Machine Learning
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
nonlinear-dynamics
Exploring nonlinear dynamics, chaos, fractals and similar topics
rexplorations
Code snippets and data sets from the blog posts on my blog at http://aiexplorations.in (earlier at rexplorations.wordpress.com )
sequence_classification
A few LSTM sequence classification models (with ideas for some more)
variational_autoencoders
Replicating the Keras official VAE tutorial for MNIST digits
aiexplorations's Repositories
aiexplorations/nonlinear-dynamics
Exploring nonlinear dynamics, chaos, fractals and similar topics
aiexplorations/LearningResources
A page with learning resources for AI and Machine Learning
aiexplorations/learning-rust
A code base for my Rust experiments only for learning the language
aiexplorations/datascience
A collection of code from R and Python specific to Data Science.
aiexplorations/deeplearning
Various experiments using Keras, Tensorflow and other deep learning libraries
aiexplorations/dlaicourse
Notebooks for learning deep learning
aiexplorations/ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
aiexplorations/Networks
Network and Graph Algorithms From Scratch
aiexplorations/RagaExperiments
Generation of musical sequences from Carnatic ragas.
aiexplorations/rexplorations
Code snippets and data sets from the blog posts on my blog at http://aiexplorations.in (earlier at rexplorations.wordpress.com )
aiexplorations/sequence_classification
A few LSTM sequence classification models (with ideas for some more)
aiexplorations/aiexplorations
aiexplorations/aiexplorations.github.io
AI Explorations' Github Site
aiexplorations/arxiv_paper_getter
A search engine which can be used to hunt for papers on ArXiv based on a search string.
aiexplorations/dask-scaling-dataframe
Python and Dask: Scaling the Dataframe
aiexplorations/data_engineering_template
Data engineering template repo which enables collection of data and management of data in a SQLite database
aiexplorations/data_labelling_app
aiexplorations/docker-spark-cluster
A Spark cluster setup running on Docker containers
aiexplorations/figma_plugin
Figma plugin done with html css and JS
aiexplorations/genrl
A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations
aiexplorations/github-pages-with-jekyll
aiexplorations/image_similarity
Solving the geological image similarity problem statement
aiexplorations/keras-preprocessing
Utilities for working with image data, text data, and sequence data.
aiexplorations/koalas
Koalas: pandas API on Apache Spark
aiexplorations/learn-javascript
Starter files for the challenges in the Learn JavaScript course
aiexplorations/magenta-js
Magenta.js: Music and Art Generation with Machine Learning in the browser
aiexplorations/mlops_template_repo
A template repo for building ML applications
aiexplorations/RAG_system
Generic RAG system which can be used to build a local question-answering bot that you can drop documents into, and which can be used to answer questions about a topic
aiexplorations/sktime
A unified framework for machine learning with time series
aiexplorations/turbine
An app which takes data from a database and builds out a machine learning model