Ahmad Firjani's repositories
cracking-the-coding-interview
:books: Python and C++ solutions with automated unit tests.
Deep-Learning-NLP
:satellite: Organized Resources for Deep Learning in Natural Language Processing
recordlinkage
A powerful and modular toolkit for record linkage and duplicate detection in Python
---PHP---Database-Project
Guest and Admin access control for a hotel room booking application.
2018-MachineLearning-Lectures-ESA
Machine Learning Lectures at the European Space Agency (ESA) in 2018
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
analytics-zoo
Distributed Tensorflow, Keras and BigDL on Apache Spark
CsvTextFieldParser
A simple CSV parser based on Microsoft.VisualBasic.FileIO.TextFieldParser.
datascience
Grassroots Machine Learning with Python - examples and tutorials
di-dotnet-workshop
Materials for "Dependency Injection in .NET" full-day workshop
doccano
Open source text annotation tool for machine learning practitioner.
exploratory-data-analysis
notebooks for transversal exploratory data anlysis that can be repeated in almost all datasets
gui.cs
Console-based user interface toolkit for .NET applications.
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
interpretable_machine_learning_with_python
Practical techniques for interpreting machine learning models.
Machine-Learning-with-Python
Python codes for common Machine Learning Algorithms
machinelearning-samples
Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Product-Categorization-NLP
Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).
Python
All Algorithms implemented in Python
smartystreets-dotnet-sdk
The official client libraries for accessing SmartyStreets APIs from .Net (C# and CLR-based languages)
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
tensorflow-without-a-phd
A crash course in six episodes for software developers who want to become machine learning practitioners.
TensorFlowSharp
TensorFlow API for .NET languages
text-analytics-with-python
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
text_classification
all kinds of text classification models and more with deep learning
training-data-analyst
Labs and demos for courses for GCP Training (http://cloud.google.com/training).