tflearn/tflearn
Deep learning library featuring a higher-level API for TensorFlow. observed · 2026-08-28
Health v2 · maintenance only
23/100
- Activity 0
- Release rhythm 8
- Longevity 100
Flags: no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 3807
- days_rel: n/a
- days_push: 849
- n_releases_24m: 0
Adoption not part of the score
9576 stars · 2355 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
TFLearn is a modular deep learning library providing a higher-level, Keras-like API on top of TensorFlow for building and training neural networks. It offers built-in layers, optimizers, regularizers, and helpers for fast prototyping while remaining transparent to underlying TensorFlow graphs.
Use cases
- build and train neural networks with a simple high-level API
- prototype CNN, LSTM, or ResNet models quickly
- train a TensorFlow graph with multiple inputs and outputs
- visualize network weights, gradients, and activations
- generate sequences with a trained LSTM model
- run training across multiple CPUs or GPUs
When to choose
- you want a simpler API than raw TensorFlow for deep learning experiments
- you are maintaining or studying legacy codebases built on TFLearn
- you need quick prototyping of classic architectures like CNNs and RNNs on TensorFlow 2.x
When to avoid
- you are starting a new project - Keras (tf.keras) is the actively maintained high-level TensorFlow API
- you need cutting-edge deep learning features or active community support
- you require compatibility with the latest TensorFlow releases or modern ecosystem tooling
Facets
library · maturity maintenance
deep-learning machine-learning llm-training deep-learning machine-learning data-science python windows tensorflow neural-networks high-level-api keras-alternative legacy linux macos gpu
5 sources
- readme: https://github.com/tflearn/tflearn · fetched 2026-08-28 · 94cf22b073fe
- homepage: http://tflearn.org · fetched 2026-08-29 · 1877c8ee407e
- site_page: http://tflearn.org/installation · fetched 2026-08-29 · a3314b6c85e4
- registry_pypi: https://pypi.org/pypi/tflearn/json · fetched 2026-08-29 · 99d4207b257a
- site_page: http://tflearn.org/doc_index · fetched 2026-08-29 · 2572db3c17ef
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| tflearn/tflearn | main | 23 |
For agents
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem