flax.linen

Linen is the Flax Module system. Read more about our design goals in the Linen README.

• Module
  • Module
  • apply()
  • init()
  • init_with_output()
  • intercept_methods()
• Init/Apply
  • apply()
  • init()
  • init_with_output()
• Layers
  • Linear Modules
  • Pooling
  • Normalization
  • Combinators
  • Stochastic
  • Attention
  • Recurrent
  • BatchApply
• Activation functions
  • PReLU
  • celu()
  • elu()
  • gelu()
  • glu()
  • hard_sigmoid()
  • hard_silu()
  • hard_swish()
  • hard_tanh()
  • leaky_relu()
  • log_sigmoid()
  • log_softmax()
  • logsumexp()
  • one_hot()
  • relu()
  • selu()
  • sigmoid()
  • silu()
  • soft_sign()
  • softmax()
  • softplus()
  • standardize()
  • swish()
  • tanh()
• Initializers
  • constant()
  • delta_orthogonal()
  • glorot_normal()
  • glorot_uniform()
  • he_normal()
  • he_uniform()
  • kaiming_normal()
  • kaiming_uniform()
  • lecun_normal()
  • lecun_uniform()
  • normal()
  • truncated_normal()
  • ones()
  • ones_init()
  • orthogonal()
  • uniform()
  • variance_scaling()
  • xavier_normal()
  • xavier_uniform()
  • zeros()
  • zeros_init()
• Transformations
  • vmap()
  • scan()
  • jit()
  • remat()
  • remat_scan()
  • map_variables()
  • jvp()
  • vjp()
  • custom_vjp()
  • while_loop()
  • cond()
  • switch()
• Inspection
  • tabulate()
• Variable dictionary
  • Variable
• SPMD
  • Partitioned()
  • with_partitioning()
  • get_partition_spec()
  • get_sharding()
  • LogicallyPartitioned()
  • logical_axis_rules()
  • set_logical_axis_rules()
  • get_logical_axis_rules()
  • logical_to_mesh_axes()
  • logical_to_mesh()
  • logical_to_mesh_sharding()
  • with_logical_constraint()
  • with_logical_partitioning()
• Decorators
  • compact()
  • nowrap()
• Profiling
  • enable_named_call()
  • disable_named_call()
  • override_named_call()