harelhan's repositories
100-times-faster-nlp
🚀100 Times Faster Natural Language Processing in Python - iPython notebook
ai-odsc-workshop-2019
Materials for the workshop "Applications of NLP in EdTech" at Open Data Science Conference (West), 2019.
atap
Code for Applied Text Analysis with Python
awesome
😎 Awesome lists about all kinds of interesting topics
awesome-public-datasets
A topic-centric list of HQ open datasets. PR ☛☛☛
awesome-relation-extraction
📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).
Complete-Python-Bootcamp
Lectures for Udemy - Complete Python Bootcamp Course
Emerging_Local_Policy_Trends
Natural Language Processing (NLP)
free-programming-books
:books: Freely available programming books
hands-on-nltk-tutorial
The hands-on NLTK tutorial for NLP in Python
interpret
Fit interpretable models. Explain blackbox machine learning.
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
nlp_course
YSDA course in Natural Language Processing
nmt-chatbot
NMT Chatbot
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
phrase-at-scale
Detect common phrases in large amounts of text using a data-driven approach. Size of discovered phrases can be arbitrary. Can be used in languages other than English
practical-machine-learning-with-python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
pytextrank
Python implementation of TextRank for text document NLP parsing and summarization
Sudoku-Solver-AI
I made a real time Sudoku solver using the camera, it looks for the edges of the Sudoku in the frame, extracts it, solves it and overlays the solution on the puzzle itself. For the digit recognition, I used a CNN, trained using Keras with printed characters from the different ubuntu fonts. For the image processing part, I used OpenCV for the edge detection.
tips
Most commonly used git tips and tricks.
Trend-Detection
Detecting Trends in Job Advertisements
vega-lite-tutorials
Compilation of Vega-Lite & Altair Tutorials
vscode-tips-and-tricks
Collection of helpful tips and tricks for VS Code.