geniusai-research / Text Classification
Text Classification through CNN, RNN & HAN using Keras
Stars: ✭ 216
Programming Languages
python
139335 projects - #7 most used programming language
Labels
Projects that are alternatives of or similar to Text Classification
Text summurization abstractive methods
Multiple implementations for abstractive text summurization , using google colab
Stars: ✭ 359 (+66.2%)
Mutual labels: artificial-intelligence, jupyter-notebook, deeplearning
Fixy
Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.
Stars: ✭ 165 (-23.61%)
Mutual labels: artificial-intelligence, jupyter-notebook, deeplearning
Magnet
Deep Learning Projects that Build Themselves
Stars: ✭ 351 (+62.5%)
Mutual labels: artificial-intelligence, jupyter-notebook, deeplearning
Ai Series
📚 [.md & .ipynb] Series of Artificial Intelligence & Deep Learning, including Mathematics Fundamentals, Python Practices, NLP Application, etc. 💫 人工智能与深度学习实战，数理统计篇 | 机器学习篇 | 深度学习篇 | 自然语言处理篇 | 工具实践 Scikit & Tensoflow & PyTorch 篇 | 行业应用 & 课程笔记
Stars: ✭ 702 (+225%)
Mutual labels: artificial-intelligence, jupyter-notebook, deeplearning
Basic reinforcement learning
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
Stars: ✭ 826 (+282.41%)
Mutual labels: artificial-intelligence, jupyter-notebook, deeplearning
Coursera Natural Language Processing Specialization
Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.
Stars: ✭ 39 (-81.94%)
Mutual labels: artificial-intelligence, jupyter-notebook, deeplearning
Concise Ipython Notebooks For Deep Learning
Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.
Stars: ✭ 23 (-89.35%)
Mutual labels: jupyter-notebook, deeplearning, text-classification
Mit Deep Learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Stars: ✭ 8,912 (+4025.93%)
Mutual labels: artificial-intelligence, jupyter-notebook, deeplearning
Deeplearning4j
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learni…
Stars: ✭ 12,277 (+5583.8%)
Mutual labels: artificial-intelligence, deeplearning
Data Science Resources
👨🏽🏫You can learn about what data science is and why it's important in today's modern world. Are you interested in data science?🔋
Stars: ✭ 171 (-20.83%)
Mutual labels: artificial-intelligence, jupyter-notebook
Learning Content
Resources for the study group in IIT Guwahati focused on learning Artificial Intelligence.
Stars: ✭ 187 (-13.43%)
Mutual labels: artificial-intelligence, jupyter-notebook
Log Anomaly Detector
Log Anomaly Detection - Machine learning to detect abnormal events logs
Stars: ✭ 169 (-21.76%)
Mutual labels: artificial-intelligence, jupyter-notebook
Colab
Continual Learning tutorials and demo running on Google Colaboratory.
Stars: ✭ 168 (-22.22%)
Mutual labels: artificial-intelligence, jupyter-notebook
Deeplearning4j Examples
Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)
Stars: ✭ 2,215 (+925.46%)
Mutual labels: artificial-intelligence, deeplearning
Imodels
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
Stars: ✭ 194 (-10.19%)
Mutual labels: artificial-intelligence, jupyter-notebook
Pyss3
A Python package implementing a new machine learning model for text classification with visualization tools for Explainable AI
Stars: ✭ 191 (-11.57%)
Mutual labels: artificial-intelligence, text-classification
Motion Sense
MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope)
Stars: ✭ 159 (-26.39%)
Mutual labels: jupyter-notebook, deeplearning
Deep Learning Notes
My personal notes, presentations, and notebooks on everything Deep Learning.
Stars: ✭ 191 (-11.57%)
Mutual labels: artificial-intelligence, jupyter-notebook
Deep Learning With Python
Deep learning codes and projects using Python
Stars: ✭ 195 (-9.72%)
Mutual labels: artificial-intelligence, jupyter-notebook
Traffic Sign Detection
Traffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".
Stars: ✭ 200 (-7.41%)
Mutual labels: artificial-intelligence, jupyter-notebook
Report on Text Classification using CNN, RNN & HAN
This repo contains the ipython notebooks implementing CNN, RNN and HAN for text classification.
Read the complete report on my blog post
Accuracy 📈 and Loss 📉
Work citation
If you used this environment for your experiments or found it helpful, consider citing the following:
@article{Text-Classification,
title={Report on Text Classification using CNN, RNN & HAN},
publisher = {Jatana.ai},
journal = {https://medium.com/jatana},
author={Akshat Maheshwari},
mentor={Rahul Kumar([email protected])},
year={2018},
howpublished = {\url{https://github.com/jatana-research/Text-Classification}}
}
Note that the project description data, including the texts, logos, images, and/or trademarks,
for each open source project belongs to its rightful owner.
If you wish to add or remove any projects, please contact us at [email protected].