learning_to_execute

Code generator trainer

This software trains an LSTM-based neural network to predict Python code snippets

Learning to Execute

GitHub

480 stars
48 watching
115 forks
Language: Lua
last commit: over 8 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
wojzaremba/lstm A package to train a neural network for language modeling using a variant of the Long Short Term Memory algorithm 664
wojzaremba/algorithm-learning A framework to learn simple algorithms from examples by generating and visualizing intermediate solutions 180
openai/finetune-transformer-lm This project provides code and model for improving language understanding through generative pre-training using a transformer-based architecture. 2,160
lupoglaz/godotaigym Enables training of reinforcement learning models with PyTorch on Godot Engine using shared memory 214
codementorio/python-learning-resources A curated collection of Python learning resources and tutorials 1,057
karlhorky/learn-to-program A curated list of educational resources to learn programming fundamentals and web development skills. 4,123
ermlab/politbert Trains a language model using a RoBERTa architecture on high-quality Polish text data 33
vict0rsch/deep_learning A collection of tutorials and resources on implementing deep learning models using Python libraries such as Keras and Lasagne. 426
vhellendoorn/code-lms A guide to using pre-trained large language models in source code analysis and generation 1,782
rguthrie3/deeplearningfornlpinpytorch A comprehensive tutorial on deep learning for natural language processing with PyTorch, covering the basics and advancing to linguistic structure prediction. 1,940
spro/nalgene Generates training data for intent parsing systems by creating pairs of sentences and grammar trees from a template file 55
jwieting/paragram-word Trains word embeddings from a paraphrase database to represent semantic relationships between words. 30
hughperkins/pytorch Provides Python wrappers for PyTorch and Lua, enabling developers to use PyTorch's deep learning capabilities from both languages. 432
messa/what-next Guides and resources to help beginners continue learning programming beyond the basics 9
gmonce/scikit-learn-book Source code and data for a machine learning book with Python tutorials 393