keitakurita / Practical_nlp_in_pytorch
A repository containing tutorials for practical NLP using PyTorch
Stars: ✭ 515
Labels
Projects that are alternatives of or similar to Practical nlp in pytorch
Edward
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Stars: ✭ 4,674 (+807.57%)
Mutual labels: jupyter-notebook
Scipy 2016 Sklearn
Scikit-learn tutorial at SciPy2016
Stars: ✭ 508 (-1.36%)
Mutual labels: jupyter-notebook
Generative Adversarial Networks
Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs
Stars: ✭ 505 (-1.94%)
Mutual labels: jupyter-notebook
Coursera Deep Learning
Solutions to all quiz and all the programming assignments!!!
Stars: ✭ 505 (-1.94%)
Mutual labels: jupyter-notebook
Tensorflow Eager Tutorials
Simple tutorials for building neural networks with TensorFlow Eager mode.
Stars: ✭ 509 (-1.17%)
Mutual labels: jupyter-notebook
Dbda Python
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
Stars: ✭ 502 (-2.52%)
Mutual labels: jupyter-notebook
Dx
DX Analytics | Financial and Derivatives Analytics with Python
Stars: ✭ 512 (-0.58%)
Mutual labels: jupyter-notebook
Labml
🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
Stars: ✭ 508 (-1.36%)
Mutual labels: jupyter-notebook
Data science delivered
Observations from Ian on successfully delivering data science products
Stars: ✭ 510 (-0.97%)
Mutual labels: jupyter-notebook
Robustness
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
Stars: ✭ 506 (-1.75%)
Mutual labels: jupyter-notebook
Julia Mit
Tutorials and information on the Julia language for MIT numerical-computation courses.
Stars: ✭ 505 (-1.94%)
Mutual labels: jupyter-notebook
Cat Localizer
Localize your cat at home with BLE beacon, ESP32s, and Machine Learning
Stars: ✭ 503 (-2.33%)
Mutual labels: jupyter-notebook
Bnn Pynq
Quantized Neural Networks (QNNs) on PYNQ
Stars: ✭ 510 (-0.97%)
Mutual labels: jupyter-notebook
Realtime multi Person pose estimation
Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)
Stars: ✭ 4,760 (+824.27%)
Mutual labels: jupyter-notebook
Nlp Notebooks
A collection of notebooks for Natural Language Processing from NLP Town
Stars: ✭ 513 (-0.39%)
Mutual labels: jupyter-notebook
Dynamic Tensorflow Tutorial
Tensorflow tutorial of building different dynamic recurrent neural network
Stars: ✭ 512 (-0.58%)
Mutual labels: jupyter-notebook
Practical NLP in PyTorch
This repository is here to provide tutorials (and a record of my work) regarding practical NLP in PyTorch. The code here is complementary to my blog. I will be gradually updating this repository as I learn new tools and write new posts.
How to run the notebooks
Run pip install -r requirements.txt
These tutorials assume PyTorch version 1.0.0
Available Tutorials
-
Using allennlp
- Basics
- Using BERT and ELMo
-
Using fastai
- Using BERT
-
Models from scratch
- Implementing an LSTM from scratch
- Implementing the Transformer from scratch
- Implementing the Transformer XL from scratch
Tutorials I am Planning to Work On
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].