kamalkarki Goto Github PK

2014

Official content for the Fall 2014 Harvard CS109 Data Science course

2015

Public material for CS109

2015lab1

attention-ocr

A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-search

Awesome Search - this is all about the (e-commerce) search and its awesomeness

bag_of_words

coursera

deep learning course

coursera-machinelearning-python

Skeleton code for doing the coursera machine learning course in the form of an ipython notebook.

courseraml

I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!

data-analysis-and-machine-learning-projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

data-science-from-scratch

code for Data Science From Scratch book

dataquest

Projects and exercises from dataquest course

datasciencepython

common data analysis and machine learning tasks using python

feedback2

code for feedback 2.0 competition

glove

GloVe model for distributed word representation

grokking-the-coding-interview-patterns-for-coding-questions

home_credit

Kaggle "Home Credit Default Risk" challenge.

ipython-notebooks

A collection of IPython notebooks covering various topics.

langdata_lstm

llm_judge_llamaindex

Demo repository for llamaindex webinar (10/07/24)

machine_learning

Python coded examples and documentation of machine learning algorithms.

ml_projects

Machine learning projects

mnist

machine learning project on mnist data set

models

Models and examples built with TensorFlow

notebooks

Some sample IPython notebooks for scikit-learn

pdftabextract

A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.

pydata-dc-2016-tutorial

Tutorial: Machine Learning with Text in scikit-learn

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

pythondatasciencehandbook

Supplemental materials for my OReilly project, the Python Data Science Handbook