Index

_

__init__() (fenn.agents.BaseNode method) (fenn.agents.Flow method) (fenn.agents.LLMClient method) (fenn.agents.Node method) (fenn.agents.rag.RAG method) (fenn.agents.rag.RAGNode method) (fenn.agents.RAGNode method) (fenn.args.Parser method) (fenn.core.Fenn method) (fenn.datasets.TextDataset method) (fenn.export.Exporter method) (fenn.logging.Logger method) (fenn.nn.Checkpoint method) (fenn.nn.ClassificationTrainer method) (fenn.nn.RegressionTrainer method) (fenn.nn.Trainer method) (fenn.nn.trainers.ClassificationTrainer method) (fenn.nn.trainers.LoRATrainer method) (fenn.nn.trainers.RegressionTrainer method) (fenn.nn.trainers.Trainer method) (fenn.nn.utils.Checkpoint method) (fenn.nn.utils.ModelPrettyPrinter method) (fenn.nn.utils.TrainingState method) (fenn.notification.Notifier method) (fenn.notification.services.Discord method) (fenn.notification.services.Resend method) (fenn.notification.services.Slack method) (fenn.notification.services.Telegram method) (fenn.remote.Credentials method) (fenn.remote.JobFailedError method) (fenn.remote.RemoteClient method) (fenn.secrets.KeyStore method)

A

acc (fenn.nn.utils.TrainingState attribute) add_service() (fenn.notification.Notifier method) add_services() (fenn.notification.Notifier method) add_source() (fenn.agents.rag.RAG method) (fenn.agents.rag.RAGNode method) (fenn.agents.RAGNode method) add_tool() (fenn.agents.rag.RAG method) api_key (fenn.remote.Credentials attribute)

args (fenn.args.Parser property) array_summary() (in module fenn.tabular) ask() (fenn.agents.LLMClient method) AsyncBatchFlow (class in fenn.agents) AsyncBatchNode (class in fenn.agents) AsyncFlow (class in fenn.agents) AsyncNode (class in fenn.agents) AsyncParallelBatchFlow (class in fenn.agents) AsyncParallelBatchNode (class in fenn.agents)

B

BaseNode (class in fenn.agents) BatchFlow (class in fenn.agents) BatchNode (class in fenn.agents)

best_acc (fenn.nn.utils.TrainingState attribute) best_train_loss (fenn.nn.utils.TrainingState attribute) best_val_loss (fenn.nn.utils.TrainingState attribute)

C

cancel() (fenn.remote.RemoteClient method) chat() (fenn.agents.rag.RAG method) chat_complete() (fenn.agents.LLMClient method) Checkpoint (class in fenn.nn) (class in fenn.nn.utils) ClassificationTrainer (class in fenn.nn) (class in fenn.nn.trainers) clear_services() (fenn.notification.Notifier method)

clone() (fenn.nn.utils.TrainingState method) close() (fenn.remote.RemoteClient method) config_file (fenn.args.Parser property) (fenn.core.Fenn property) configure() (fenn.export.Exporter method) connect() (fenn.agents.Flow method) corr_overview() (in module fenn.tabular) Credentials (class in fenn.remote) CredentialsError

D

debug() (fenn.agents.rag.RAG method) disable_disclaimer() (fenn.core.Fenn method) Discord (class in fenn.notification.services)

display_exception() (fenn.logging.Logger method) display_info() (fenn.logging.Logger method) display_warning() (fenn.logging.Logger method) download_artifacts() (fenn.remote.RemoteClient method)

E

entrypoint() (fenn.core.Fenn method) epoch (fenn.nn.utils.TrainingState attribute) exec() (fenn.agents.BaseNode method) (fenn.agents.rag.RAGNode method) (fenn.agents.RAGNode method)

exec_async() (fenn.agents.AsyncNode method) exec_fallback() (fenn.agents.Node method) exec_fallback_async() (fenn.agents.AsyncNode method) export_dir (fenn.core.Fenn property) (fenn.export.Exporter property) Exporter (class in fenn.export)

F

Fenn (class in fenn.core) fenn.agents module fenn.agents.rag module fenn.args module fenn.core module fenn.datasets module fenn.experimental.vision module fenn.export module fenn.logging module fenn.nn module fenn.nn.trainers module fenn.nn.utils module

fenn.notification module fenn.notification.services module fenn.remote module fenn.secrets module fenn.tabular module fenn.utils module fit() (fenn.nn.ClassificationTrainer method) (fenn.nn.RegressionTrainer method) (fenn.nn.Trainer method) (fenn.nn.trainers.ClassificationTrainer method) (fenn.nn.trainers.LoRATrainer method) (fenn.nn.trainers.RegressionTrainer method) (fenn.nn.trainers.Trainer method) Flow (class in fenn.agents) fn_log_file (fenn.logging.Logger property) from_dict() (fenn.nn.utils.TrainingState class method)

G

generate_session_id() (in module fenn.utils) get_environ() (fenn.core.Fenn method) get_instance() (fenn.logging.Logger static method)

get_job() (fenn.remote.RemoteClient method) get_key() (fenn.secrets.KeyStore method) get_next_node() (fenn.agents.Flow method) get_services() (fenn.notification.Notifier method)

H

host (fenn.remote.Credentials attribute)

I

InsufficientCreditsError

J

JobFailedError

K

KeyStore (class in fenn.secrets)

L

LLMClient (class in fenn.agents) load() (fenn.nn.Checkpoint method) (fenn.nn.utils.Checkpoint method) load_at_epoch() (fenn.nn.Checkpoint method) (fenn.nn.utils.Checkpoint method) load_best() (fenn.nn.Checkpoint method) (fenn.nn.utils.Checkpoint method) load_best_checkpoint() (fenn.nn.Trainer method) (fenn.nn.trainers.Trainer method)

load_checkpoint() (fenn.nn.Trainer method) (fenn.nn.trainers.Trainer method) load_checkpoint_at_epoch() (fenn.nn.Trainer method) (fenn.nn.trainers.Trainer method) load_configuration() (fenn.args.Parser method) load_credentials() (in module fenn.remote) log_file (fenn.logging.Logger property) Logger (class in fenn.logging) LoRATrainer (class in fenn.nn.trainers)

M

me() (fenn.remote.RemoteClient method) missing_report() (in module fenn.tabular) model_state_dict (fenn.nn.utils.TrainingState attribute) ModelPrettyPrinter (class in fenn.nn.utils) module fenn.agents fenn.agents.rag fenn.args fenn.core fenn.datasets fenn.experimental.vision fenn.export fenn.logging fenn.nn fenn.nn.trainers fenn.nn.utils fenn.notification fenn.notification.services fenn.remote fenn.secrets fenn.tabular fenn.utils

N

Node (class in fenn.agents) Notifier (class in fenn.notification)

notify() (fenn.notification.Notifier method) numeric_profile() (in module fenn.tabular)

O

optimizer_state_dict (fenn.nn.utils.TrainingState attribute)

P

pack_workspace() (in module fenn.remote) parameters (fenn.core.Fenn property) Parser (class in fenn.args) patience_counter (fenn.nn.utils.TrainingState attribute) post() (fenn.agents.BaseNode method) (fenn.agents.Flow method) (fenn.agents.rag.RAGNode method) (fenn.agents.RAGNode method) post_async() (fenn.agents.AsyncFlow method) (fenn.agents.AsyncNode method) predict() (fenn.nn.ClassificationTrainer method) (fenn.nn.RegressionTrainer method) (fenn.nn.Trainer method) (fenn.nn.trainers.ClassificationTrainer method) (fenn.nn.trainers.LoRATrainer method) (fenn.nn.trainers.RegressionTrainer method) (fenn.nn.trainers.Trainer method)

prep() (fenn.agents.BaseNode method) (fenn.agents.rag.RAGNode method) (fenn.agents.RAGNode method) prep_async() (fenn.agents.AsyncNode method) print() (fenn.args.Parser method) profile (fenn.remote.Credentials attribute)

Q

quick_sample() (in module fenn.tabular)

R

RAG (class in fenn.agents.rag) RAGNode (class in fenn.agents) (class in fenn.agents.rag) RegressionTrainer (class in fenn.nn) (class in fenn.nn.trainers) RemoteClient (class in fenn.remote) RemoteError remove_service() (fenn.notification.Notifier method)

render() (fenn.nn.utils.ModelPrettyPrinter method) Resend (class in fenn.notification.services) reset_memory() (fenn.agents.rag.RAG method) resolve_api_key() (in module fenn.remote) run() (fenn.agents.BaseNode method) (fenn.agents.rag.RAG method) (fenn.core.Fenn method) run_async() (fenn.agents.AsyncNode method)

S

save() (fenn.nn.Checkpoint method) (fenn.nn.utils.Checkpoint method) save_model() (fenn.nn.Trainer method) (fenn.nn.trainers.Trainer method) send_notification() (fenn.notification.Service method) (fenn.notification.services.Discord method) (fenn.notification.services.Resend method) (fenn.notification.services.Slack method) (fenn.notification.services.Telegram method) Service (class in fenn.notification) set_config_file() (fenn.core.Fenn method)

set_key() (fenn.secrets.KeyStore method) set_params() (fenn.agents.BaseNode method) set_seed() (in module fenn.utils) Slack (class in fenn.notification.services) start() (fenn.agents.Flow method) (fenn.logging.Logger method) stop() (fenn.logging.Logger method) stream() (fenn.agents.LLMClient method) (fenn.agents.rag.RAG method) stream_events() (fenn.remote.RemoteClient method) submit_job() (fenn.remote.RemoteClient method) summary() (in module fenn.tabular)

T

Telegram (class in fenn.notification.services) tensorboard (fenn.logging.Logger property) TextDataset (class in fenn.datasets) to_dict() (fenn.nn.utils.TrainingState method)

train_loss (fenn.nn.utils.TrainingState attribute) Trainer (class in fenn.nn) (class in fenn.nn.trainers) TrainingState (class in fenn.nn.utils)

U

unique_report() (in module fenn.tabular)

V

val_loss (fenn.nn.utils.TrainingState attribute)

W

wandb_run (fenn.logging.Logger property) WorkspaceTooLargeError

write_config() (fenn.logging.Logger method) write_credentials() (in module fenn.remote)