jalajthanaki

Awesome_Machine_Learning_Solutions

A curated list of repositories for my book Machine Learning Solutions.

Chatbot_tensorflow

Built the cahtbot using tensorflow. This chatbot based on RNN and seq2seq model.

credit-risk-modelling

Credit Risk analysis by using Python and ML

Customer_lifetime_value_analysis

Customer life time analysis (CLV analysis). We are using Gamma-Gamma model to estimate average transaction value for each customer.

Customer_segmentation

Analysing the content of an E-commerce database that contains list of purchases. Based on the analysis, I develop a model that allows to anticipate the purchases that will be made by a new customer, during the following year from its first purchase.

DataScience_Interview_Seminar

This is the presentation on - What are the key points one should consider if they will be appearing in Data Science job interview

Job_recommendation_engine

This repository contains code how to build job recommendation engine using Kaggle 'Job Recommendation Challenge' dataset

Movie_recommendation_engine

This repository contains the code for building movie recommendation engine.

NLPython

This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"

Real_time_object_detection_with_YOLO

This repository contains the code for real-time object detection.I have used darkflow and YOLO pre-trained model.

jalajthanaki/NLPython

This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"

jalajthanaki/DataScience_Interview_Seminar

This is the presentation on - What are the key points one should consider if they will be appearing in Data Science job interview

jalajthanaki/Get_Jobs_in_Data_Science

Introduction and Career Guide for Data Science enthusiasts

jalajthanaki/HarryPotter2Vec

This repository is contains the Word2Vec model for Harry Potter series.

jalajthanaki/Pune_meetup

Workshop content for Pune Artificial Intelligence meetup and Pune Machine Learning meetup

jalajthanaki/nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

jalajthanaki/deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

jalajthanaki/ML-From-Scratch

Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

jalajthanaki/Pytorch_sign_classification

Classification of 0 to 5 digits using PyTorch

jalajthanaki/stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

jalajthanaki/alexa-skills-kit-sdk-for-python

The Alexa Skills Kit SDK for Python (Beta) helps you get a skill up and running quickly, letting you focus on skill logic instead of boilerplate code.

jalajthanaki/bert

TensorFlow code and pre-trained models for BERT

jalajthanaki/dtreeviz

A python machine learning library for structured data.

jalajthanaki/pytorch-pretrained-BERT

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

jalajthanaki/UnsupervisedMT

Phrase-Based & Neural Unsupervised Machine Translation

jalajthanaki/allennlp

An open-source NLP research library, built on PyTorch.

jalajthanaki/Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

jalajthanaki/BioSyn

Biomedical Entity Representations with Synonym Marginalization (Sung et al., ACL 2020)

jalajthanaki/catalyst

Reproducible and fast DL & RL.

jalajthanaki/darts

Differentiable architecture search for convolutional and recurrent networks

jalajthanaki/errant

ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences.

jalajthanaki/PyDataAmsterdam2018

Contents of the workshop "Hands-on introduction to Deep Learning with Keras and Tensorflow" I gave at PyData Amsterdam 2018

jalajthanaki/pytorch_tutorial

PyTorch tutorial for PyData Berlin

jalajthanaki/quick-nlp

Pytorch NLP library based on FastAI

jalajthanaki/skorch

A scikit-learn compatible neural network library that wraps pytorch

jalajthanaki/studio

Studio: Simplify and expedite model building process

jalajthanaki/T2F

T2F: text to face generation using Deep Learning

jalajthanaki/tensorly

TensorLy: Tensor Learning in Python.

jalajthanaki/test

jalajthanaki/vllm

A high-throughput and memory-efficient inference and serving engine for LLMs