jalajthanaki
I'm a data scientist by profession and data science researcher by practice. I like to deal with data science related problems.
Mumbai, India
Pinned Repositories
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's Repositories
jalajthanaki/credit-risk-modelling
Credit Risk analysis by using Python and ML
jalajthanaki/cheat_sheets_of_python_libraries
This repository contains the bunch of cheat sheets of diffenrent python libraries which are used in order to develop data science application.
jalajthanaki/stock_price_prediction
DJIA index prices of 10 years and NYtimes news articles headline has been used to predict the DJIA index prices
jalajthanaki/Facial_emotion_recognition_using_Keras
I have used FER2013 dataset and try to build the Facial emotion recognition using Keras
jalajthanaki/Chatbot_Rule_Based
Built the chatbot using rule-based approach.
jalajthanaki/Sentiment_Analysis
I have built a model which will predict the sentiment of movie reviews. I used Naive-Bayes, SVM, and RNN+LSTM based model to obtain really good result.
jalajthanaki/Real_time_object_detection
This repository contains the code for real-time object detection. I'm using video stream coming from webcam. MobileNet-SSD and OpenCv has been used as base-line approach. TensorFlow object detection API has been used in revised approach.
jalajthanaki/Chatbot_tensorflow
Built the cahtbot using tensorflow. This chatbot based on RNN and seq2seq model.
jalajthanaki/Linear-Regression-Workshop
This is the code for the "Introduction to Data Science and How to Do Linear Regression" workshop session by Jalaj Thanaki at IIT-Bombay on 24th August, 2017
jalajthanaki/recipe-summarization
Sequence to sequence recipe summarization
jalajthanaki/DQN_FlappyBird
We used Deep Q Network algorithm the buit the gaming bot for Flappy Bird.
jalajthanaki/Facial_emotion_recognition_using_TensorFlow
I have used FER2013 dataset and try to build the Facial emotion recognition using TensorFlow
jalajthanaki/SpaceInvaders_gamingbot
Used DQN (Deep Q Network) in order to build the gaming bot
jalajthanaki/Atari_pong_gaming_bot
This gaming bot is built using simple neural network architecture
jalajthanaki/Face_recognition
This repository contains the code for face recognition using library face_recognition. This library is using HOG algorithm to identify the human faces.
jalajthanaki/Q_learning_for_simple_atari_game
This repository contains the code which can help us to understand how q-learning algorithm can be applied to build simple video game bot.
jalajthanaki/Chatbot_based_on_bAbI_dataset_using_Keras
Built the chatbot based on bAbI dataset using Keras
jalajthanaki/tensorflow
Computation using data flow graphs for scalable machine learning
jalajthanaki/awesome-public-datasets
A topic-centric list of high-quality open datasets in public domains. By everyone, for everyone!
jalajthanaki/coursera-machine-learning-AndrewNg-Python
This contains notes and exercises made in Python I made a long time ago from the Andrew Ng course in Coursera.
jalajthanaki/darknet
Convolutional Neural Networks
jalajthanaki/models
Models and examples built with TensorFlow
jalajthanaki/DeepPavlov
An open source library for building end-to-end dialog systems and training chatbots.
jalajthanaki/edit-extraction
Automatically extract grammatical edits from parallel original and corrected sentences.
jalajthanaki/gans-awesome-applications
Curated list of awesome GAN applications and demo
jalajthanaki/gitautopush
Quickly copy in changes to a file and push code to a git repository used for teaching
jalajthanaki/Pandas-Cookbook
Pandas Cookbook, published by Packt
jalajthanaki/python-ftfy
Given Unicode text, make its representation consistent and possibly less broken.
jalajthanaki/Python-Natural-Language-Processing
Python Natural Language Processing, published by Packt