Martin

When running tffm on tensorflow 1.7, the following warning appears: `WARNING:tensorflow:Variable += will be deprecated. Use variable.assign_add if you want assignment to the variable value or 'x = x +...

Running tffm on a single core

1

I need to run multiple `TFFMRegressor` objects in `joblib` `Parallel`. To do so, I passed the following parameter: ``` session_config=tf.ConfigProto(intra_op_parallelism_threads=1, inter_op_parallelism_threads=1, allow_soft_placement=True, device_count = {'CPU': 1, 'GPU': 0}) ``` However,...

Option to add user and/or item features

20

I started modifying the Dataset and Trainset classes to include the option of having user and/or item features since I later want to work on an algorithm that accepts these....

Factorization machines

2

Here is a basic factorization machine algorithm that takes into account only the user and item ids. It is equivalent to `SVD` when using `degree=2`. I have implemented this algorithm...

Add sample_weight option

3

How hard would it be to modify the current algorithms to include a `sample_weight` option to the `fit` method as in `sklearn` (e.g., [`LinearRegression.fit`](http://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LinearRegression.html#sklearn.linear_model.LinearRegression.fit))? Is it just a matter of...

Added asym_rmse and asym_mae accuracy measures

4

Hi, I have created two new accuracy measures for a project I am working on. These measures are asymmetric and can put more emphasis on lower or higher ratings. They...