Nasir S's repositories
Named-Entity-Recognition_DeepLearning-keras
complete Jupyter notebook for implementation of state-of-the-art Named Entity Recognition with bidirectional LSTMs and ELMo
Recommender-System-LightFM
scalable Recommeder System for e-commerece using LightFM package in python
Multi-Class-Text-Classification----Random-Forest
this machine learning program is designed to classify multi-class categories of the text. it can be tested on any type of textual datasets. the size of the dataset this program was tested is about 3500 commit messages with 5 different labels. the classifier was evaluated by the claculated precision of 0.96, and recall of 0.94.
end-to-end-Machine-Learning-model-with-MLlib-in-pySpark
end-to-end Machine Learning model with MLlib in pySpark, For a Binary Classification problem with Imbalanced Classes
Apache-Spark-Spark-Streaming-pySpark-
Big Data Streaming project with Apache Spark in pySpark, please see python file and the notebook.
ULMFiT-application-of-transfer-learning-in-NLP-on-down-stream-tasks
this colab notebook shows how to apply transfer learning in NLP to a down stream task (sentiment analysis of Airline Tweets). please see the notebook for more details.
chatbot_tensorflow
chatbot built with tensorflow
euro_language_detector
this project demostrates how to build a language detector with %100 accuracy. plz see the comments in the notebook
rest_django
some crud operations with django rest frmawork
ToolShare
final group project, Rochester Institute of Tech
tosdr-build
System to generate ToS;DR projects