leimao / Tensorflow_Assignment_Solutions
These are my solutions to all six assignments of tensorflow tutorial in Udacity, covering CNN, RNN, Regularization (L2 and dropout), Embeddings (word2vec) and Seq2Seq LSTM (bigrams prediction and sequence mirror)
☆10Updated 7 years ago
Related projects: ⓘ
- ☆24Updated 6 years ago
- keras implementation of text classification algorithms☆11Updated 6 years ago
- Code for TF tutorials (CS20SI and CS224N)☆47Updated 6 years ago
- Convolutional Neural Network for Click-Through Rate prediction.☆16Updated 7 years ago
- ☆11Updated this week
- ☆19Updated this week
- Examples of how to do feature engineering and Xgboost parameter tuning☆45Updated 8 years ago
- ☆24Updated 6 years ago
- Top 1% rankings (22/3270) code sharing for Kaggle competition Sberbank Russian Housing Market: https://www.kaggle.com/c/sberbank-russian-…☆34Updated 7 years ago
- add ftrl_fm cython implementation☆13Updated 8 years ago
- comment_toxic☆14Updated 6 years ago
- 使用Theano实现的一些RNN代码,包括最基本的RNN,LSTM,以及部分Attention模型,如论文MLSTM等☆31Updated 7 years ago
- CNN-LSTM-CRF Sequence Tagging. 炼丹系列。☆21Updated 7 years ago
- Keras-Based LSTM Conv model for Question Selection☆24Updated 7 years ago
- ☆12Updated this week
- My implementation of "Hierarchical Attention Networks for Document Classification" in Keras☆26Updated 6 years ago
- Sequence to Sequence and attention from scratch using Tensorflow☆29Updated 6 years ago
- My bachelor's degree thesis (with code and experiments) on sentiment classification of Russian texts using Bi-RNN with attention mechanis…☆44Updated 7 years ago
- implement the paper" Very Deep Convolutional Networks for Natural Language Processing"(https://arxiv.org/abs/1606.01781 ) in tensorflow☆56Updated 7 years ago
- Python Linear CRF☆47Updated 10 years ago
- Deep structured semantic model☆32Updated 8 years ago
- ☆73Updated this week
- My solution rank 5th/1212 in Facebook check ins prediction competition at Kaggle☆44Updated 8 years ago
- ☆36Updated this week
- Simple Recommender System using Denoising AutoEncoder, implemented using TensorFlow☆16Updated 8 years ago
- Tensorflow Implementation of Densely Connected Bidirectional LSTM with Applications to Sentence Classification☆48Updated 6 years ago
- Code for Kaggle Jigsaw Toxic Comment, 34th / 4551 (Top 1%) Solution☆41Updated 6 years ago
- Breezedeus's Blog☆17Updated last year
- Kaggle | Quora Question Pairs❓🥉☆64Updated 7 years ago
- ☆24Updated 6 years ago