Anand Bonthu's repositories
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Apache Arrow is a cross-language development platform for in-memory data. It specifies a standardized language-independent columnar memory format for flat and hierarchical data, organized for efficient analytic operations on modern hardware. It also provides computational libraries and zero-copy streaming messaging and interprocess communication. Languages currently supported include C, C++, Java, JavaScript, Python, and Ruby.
2015lab4
Lab for Linear and Logistic Regression, SciKit Learn
ac209b-coursework
AC-209b: Advanced topics in Data Science course tought at Harvard - Spring semester 2017
awesome-ml-for-cybersecurity
:octocat: Machine Learning for Cyber Security
awesome-osint
:scream: A curated list of amazingly awesome OSINT
cs171-coursework
CSCI-171: Interactive Data Visualization with D3 course tought at Harvard - Spring semester 2016
deep-learning-illustrated
Deep Learning Illustrated (2020)
deeptesla
End-to-End Learning from Tesla Autopilot Driving Data
DLTFpT
Deep Learning with TensorFlow, Keras, and PyTorch
e63-coursework
CSIE-63: Big Data Analytics course tought at Harvard - Fall semester 2017
git-tutorial
An introduction to git.
IEEE_DL_Workshop
Codes for Workshop on Deep Learning organised by IEEE
inaSpeechSegmenter
CNN-based audio segmentation toolkit. Allows to detect speech, music and speaker gender. Has been designed for large scale gender equality studies based on speech time per gender.
leetcode
Python & JAVA Solutions for Leetcode
Lyft-Perception-Challenge
The 4th place and the fastest solution of the Lyft Perception Challenge (Image semantic segmentation with PyTorch)
ML
Machine Learning Model with Python
ML-foundations
Machine Learning Foundations: Algebra, Calculus, Statistics & Computer Science
offsec_pdfs
:heavy_check_mark: your offsec knowledge
openssh-backdoor-kit
:bomb: just for fun ¯\_(ツ)_/¯
pentest
:no_entry: offsec batteries included
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
python-folium
create maps with the folium package
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
study-group
Deep Learning Study Group
TensorFlow-LiveLessons
"Deep Learning with TensorFlow" LiveLessons
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
us-atlas
Pre-built TopoJSON from the U.S. Census Bureau.
work
When I work
world.geo.json
Annotated geo-json geometry files for the world